DBDM - Database and Data Mining Group

The DBDM Group carries out its research activity in various areas within the field of data mining and databases. Data mining tackles the study of algorithms aimed at discovering "hidden" information stored in large data collections. The problem of extracting such information is a rather complex due to the large number of variables that must be taken into account. Moreover, the complexity significantly increases when increasing the volume of the data to be processed (Big Data). Big Data underlines the limits of the existing data mining techniques and poses new challenges for the design of novel algorithms to address data analysis. The research activity of the DBDM Group focuses on the study of algorithms for diverse data mining tasks on Big Data, including association rule mining to discover correlation among data at different abstraction levels, the extraction of knowledge for performing predictions (classification task), grouping of similar data (clustering task). The data analytic algorithms, in the Big Data context, must provide the necessary scalability, accessibility, extensibility, and flexibility. The proposed algorithms are validated in different application contexts (e.g., network traffic data analysis, text mining and social network applications, health and medical applications, financial applications).

Skills

• Design on novel algorithms for Big Data analysis
• Integration of data mining techniques in relational databases, e.g., by defining novel types of indices
• Definition of disk-based indices to support data mining algorithms
• Classification of structured (relational), semi-structured (XML) and unstructured data (text documents)
• Text mining for social network analysis
• Application of data mining techniques to network traffic data
• Application of data mining techniques to clinical and biological data
• Application of data mining techniques to sensor network data

Projects and publications

• Selected recent publications
  At press time

  1. Estimating Earthquake Magnitude in Sentinel-1 Imagery via Ranking
     Proceeding
     

     REGE CAMBRIN, Daniele; Corley, Isaac; Garza, Paolo; Najafirad, Peyman
     In: Titolo volume non avvalorato
     Springer
     European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
     

  2. Tandem: a Confidence-based Approach for Precise Medical Image Segmentation
     Proceeding
     

     Monaco, Simone; Petrosino, Lorenzo; Xinaris, Christodoulos; Apiletti, Daniele
     In: Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare
     ACM
     2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Workshops (Barcelona (ESP)) August 25, 2024 - August 29, 2024
     

  3. Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection
     Proceeding
     

     Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
     In: Workshop on Document Intelligence Understanding
     Association for Computing Machinery
     32nd ACM International Conference on Information and Knowledge Management
     

  4. Robust Burned Area Delineation through Multitask Learning
     Proceeding
     

     Arnaudo, Edoardo; Barco, Luca; Merlo, Matteo; Rossi, Claudio
     In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases
     Springer
     International Workshops of ECML PKDD 2023 (Torino (IT)) September 18 -22 2023
     

  5. LAS: a bio-clinical integrated laboratory information system for translational data management
     Book chapter
     

     Fiori, Alessandro; Grand, Alberto; Geda, Emanuele; Schioppa, Domenico; Brundu, FRANCESCO GAVINO; Mignone, Andrea; Bertotti, Andrea
     Handbook of Research on Emerging Developments and Practices in Oncology
     pp.25

  2025

  1. Exploring Large Language Models’ Ability to Describe Entity-Relationship Schema-Based Conceptual Data Models
     Article
     

     Avignone, Andrea; Tierno, Alessia; Fiori, Alessandro; Chiusano, Silvia
     INFORMATION
     Multidisciplinary Digital Publishing Institute (MDPI)
     Vol.16 pp.19 ISSN:2078-2489 DOI:10.3390/info16050368

  2. Exploring the Use of Deep Models to Analyze Data in Multimodal Scenarios
     Doctoral thesis
     

     Vaiani, Lorenzo
     Politecnico di Torino
     pp.121 (pp.1-121)

  3. Multi Stage Retrieval for Web Search During Crisis
     Article
     

     Tcaciuc, Claudiu Constantin; Rege Cambrin, Daniele; Garza, Paolo
     FUTURE INTERNET
     Multidisciplinary Digital Publishing Institute (MDPI)
     Vol.17 pp.18 ISSN:1999-5903 DOI:10.3390/fi17060239

  4. Magnifier: A Multigrained Neural Network-Based Architecture for Burned Area Delineation
     Article
     

     Cambrin, Daniele Rege; Colomba, Luca; Garza, Paolo
     IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
     Institute of Electrical and Electronics Engineers Inc.
     Vol.18 pp.15 (pp.12263-12277) ISSN:1939-1404 DOI:10.1109/jstars.2025.3565819

  5. Turin3D: Evaluating adaptation strategies under label scarcity in urban LiDAR segmentation with semi-supervised techniques
     Proceeding
     

     Barco, Luca; Blanco, Giacomo; Chiriaco, Gaetano; Intini, Alessia; La Riccia, Luigi; Scolamiero, Vittorio; Boccardo, Piero; Garza, Paolo; Dominici, Fabrizio
     In: Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops, 2025
     IEEE
     Computer Vision and Pattern Recognition Conference (CVPR) Workshops 2025 (Nashville (USA)) 11/06/2025
     Vol.Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops, 2025 pp.9 (pp.2027-2035)

  6. Real-time latency prediction for cloud gaming applications
     Article
     

     Monaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido
     COMPUTER NETWORKS
     Elsevier
     Vol.264 pp.12 ISSN:1389-1286 DOI:10.1016/j.comnet.2025.111235

  7. Join the Chat: How Curiosity Sparks Participation in Telegram Groups
     Proceeding
     

     Paoletti, Giordano; Almeida, Jussara M.; Vassio, Luca; Gonçalves, Marcos André; Mellia, Marco
     PROCEEDINGS OF THE ... INTERNATIONAL AAAI CONFERENCE ON WEBLOGS AND SOCIAL MEDIA
     In: Titolo volume non avvalorato
     AAAI
     International AAAI Conference on Web and Social Media (Copenhagen (DK)) June 23–26, 2025
     Vol.19 pp.17 (pp.1493-1509) ISSN:2334-0770 DOI:10.1609/icwsm.v19i1.35884

  8. Towards AI-Assisted Inclusive Language Writing in Italian Formal Communications
     Article
     

     Greco, Salvatore; La Quatra, Moreno; Cagliero, Luca; Cerquitelli, Tania
     ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
     Association for Computing Machinery
     Vol.16 pp.24 (pp.1-24) ISSN:2157-6904 DOI:10.1145/3729237

  9. Topic-wise Exploration of the Telegram Group-verse
     Proceeding
     

     Perlo, Alessandro; Paoletti, Giordano; Jha, Nikhil; Vassio, Luca; MARQUES DE ALMEIDA GONCALVES, Jussara; Mellia, Marco
     In: WWW '25: Companion Proceedings of the ACM on Web Conference 2025
     Association for Computing Machinery
     15th Temporal Web Analytics Workshop (TempWeb 2025) in conjunction with The Web Conference 2025 (Sidney (AUS)) 28 April - 2 May 2025
     pp.10 (pp.1792-1801) ISBN:9798400713316 DOI:10.1145/3701716.3717506

  10. Information Retrieval in the Age of Generative AI: The RGB Model
      Proceeding
      

      Cornacchia, A.; Galante, F.; Garetto, M.; Leonardi, E.; Nordio, A.; Tarable, A. :
      In: Proceedings of the the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval
      ACM
      ACM SIGIR (Padova (Ita)) 13-17 Luglio 2025
      pp.11 (pp.1-11)

  11. Advances on data management systems
      Article
      

      Bellatreche, L.; Dumas, M.; Karras, P.; Matulevicius, R.; Chiusano, S.; Cerquitelli, T.; Wrembel, R.
      INFORMATION SYSTEMS
      Elsevier
      Vol.127 pp.2 (pp.1-2) ISSN:0306-4379 DOI:10.1016/j.is.2024.102467

  12. Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses
      Proceeding
      

      Liu, Qingqing; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of the Workshops of the EDBT/ICDT 2025 Joint Conference
      CEUR
      Workshops of the EDBT/ICDT 2025 Joint Conference, DARLI-AP Workshop (Barcelona (ESP)) 25-28 March, 2025
      Vol.3946 pp.8 ISSN:1613-0073

  13. voc2vec: A Foundation Model for Non-Verbal Vocalization
      Proceeding
      

      Koudounas, Alkis; La Quatra, Moreno; Siniscalchi, Sabato Marco; Baralis, Elena
      In: 2025 IEEE International Conference on Acoustics, Speech and Signal Processing
      IEEE
      2025 IEEE International Conference on Acoustics, Speech and Signal Processing (Hyderabad (IND)) 06-11 April 2025
      pp.5 (pp.1-5) ISBN:9798350368741 DOI:10.1109/icassp49660.2025.10890672

  14. Evaluating unsignalized crosswalk safety in the age of autonomous vehicles
      Article
      

      Avignone, Andrea; Bassani, Marco; Borgogno, Beatrice; Caroleo, Brunella; Chiusano, Silvia; Princiotto, Federico
      COMPUTERS IN INDUSTRY
      Elsevier
      Vol.167 pp.14 ISSN:0166-3615 DOI:10.1016/j.compind.2025.104259

  15. Theory-guided Data Science models
      Doctoral thesis
      

      Monaco, Simone
      Politecnico di Torino
      pp.125 (pp.1-125)

  16. Italian Farmers Voices. A Comparative Study of Euroscepticism in the Tractors and Pitchforks Movements
      Article
      

      Monaci, Sara; Tipaldo, Giuseppe; Persico, Simone; Bruno, Fabio
      COMUNICAZIONE POLITICA
      Il Mulino
      Vol.1 pp.28 ISSN:1594-6061 DOI:10.3270/116386

  17. Packet Loss in Real-Time Communications: Can ML Tame its Unpredictable Nature?
      Article
      

      Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.22 pp.20 (pp.72-91) ISSN:1932-4537 DOI:10.1109/tnsm.2024.3442616

  18. A Synthetic Benchmark to Explore Limitations of Localized Drift Detections
      Proceeding
      

      Giobergia, Flavio; Pastor, Eliana; de Alfaro, Luca; Baralis, Elena
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Discovering Drift Phenomena in Evolving Landscapes
      Springer Nature Switzerland
      DELTA 2024 - Workshop at KDD 2024 (Barcelona (ESP)) August 26, 2024
      Vol.15013 pp.10 (pp.101-110) ISSN:0302-9743 ISBN:9783031823459 DOI:10.1007/978-3-031-82346-6_7

  19. LegItBART: a summarization model for Italian legal documents
      Article
      

      Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca
      ARTIFICIAL INTELLIGENCE AND LAW
      Springer Nature
      pp.31 ISSN:0924-8463 DOI:10.1007/s10506-025-09436-y

  20. Leveraging large language models for abstractive summarization of Italian legal news
      Article
      

      Benedetto, Irene; Cagliero, Luca; Ferro, Michele; Tarasconi, Francesco; Bernini, Claudia; Giacalone, Giuseppe
      ARTIFICIAL INTELLIGENCE AND LAW
      Springer Nature
      pp.21 ISSN:0924-8463 DOI:10.1007/s10506-025-09431-3

  21. CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks
      Article
      

      Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara
      ACM TRANSACTIONS ON THE WEB
      ACM
      pp.25 ISSN:1559-114X DOI:10.1145/3718988

  22. Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy
      Article
      

      Koudounas, Alkis; Pastor, Eliana; Alfaro, Luca de; Baralis, Elena
      IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING
      IEEE
      Vol.33 pp.13 (pp.883-895) ISSN:2329-9290 DOI:10.1109/taslpro.2025.3539429

  23. Quantify production planning efficiency through predictive modeling in manufacturing systems
      Article
      

      Monaco, Simone; Apiletti, Daniele; Francica, Andrea; Cerquitelli, Tania
      COMPUTERS & INDUSTRIAL ENGINEERING
      Elsevier
      Vol.201 pp.14 ISSN:0360-8352 DOI:10.1016/j.cie.2025.110919

  24. Investigating the Potential of Latent Space for the Classification of Paint Defects
      Article
      

      Almhaithawi, Doaa; Bellini, Alessandro; Chasparis, Georgios C.; Cerquitelli, Tania
      JOURNAL OF IMAGING
      MDPI
      Vol.11 pp.18 ISSN:2313-433X DOI:10.3390/jimaging11020033

  25. It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language
      Proceeding
      

      Gallipoli, Giuseppe; Cagliero, Luca
      In: Proceedings of the 31st International Conference on Computational Linguistics
      International Committee on Computational Linguistics
      The 31st International Conference on Computational Linguistics (Abu Dhabi (UAE)) January 19-24 2025
      pp.19 (pp.9656-9674)

  26. Scalable Decentralized Algorithms for Online Personalized Mean Estimation
      Proceeding
      

      Galante, Franco; Neglia, Giovanni; Leonardi, Emilio
      In: Proceedings of AAAI 2025
      AAAI
      The 39th Annual AAAI Conference on Artificial Intelligence (Philadelphia (USA)) February 25 – March 4, 2025
      Vol.39 pp.9 (pp.16699-16707) ISBN:9781577358978 DOI:10.1609/aaai.v39i16.33835

  27. Level Up Your Tutorials: VLMs for Game Tutorials Quality Assessment
      Proceeding
      

      Rege Cambrin, Daniele; Scaffidi Militone, Gabriele; Colomba, Luca; Malnati, Giovanni; Apiletti, Daniele; Garza, Paolo
      In: Computer Vision – ECCV 2024 Workshops
      Springer
      CV2: Computer Vision for Videogames Workshop at ECCV2024 (Milano (Italy)) 29/09/2024
      Vol.15624 pp.17 DOI:10.1007/978-3-031-92387-6_26

  28. Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation
      Proceeding
      

      Rege Cambrin, Daniele; Corley, Isaac; Garza, Paolo
      In: Computer Vision – ECCV 2024 Workshops
      Springer
      European Conference on Computer Vision
      Vol.15624 DOI:10.1007/978-3-031-92387-6_5

  29. KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
      Proceeding
      

      Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
      In: Computer Vision – ECCV 2024 Workshops
      Springer
      European Conference on Computer Vision
      Vol.15625 DOI:10.1007/978-3-031-91835-3_8

  2024

  1. Ground-Based Contrail Detection by Means of Computer Vision Models: A Comparison Between Visible and Infrared Images
     Proceeding
     

     Pertino, Paolo; Pavarino, Leonardo; Lomolino, Simone; Miotto, Enrico; Cambrin, Daniele Rege; Garza, Paolo; Ogliari, Emanuele
     In: 8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 - Proceeding
     Institute of Electrical and Electronics Engineers Inc.
     8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 (Politecnico di Milano - Polo Territoriale di Lecco, ita) 2024
     pp.6 (pp.254-259) DOI:10.1109/rtsi61910.2024.10761667

  2. Retrieval augmented generation to support cybersecurity verification in automotive engineering
     Proceeding
     

     Gensale, Aurora; Basile, Cataldo; Cagliero, Luca; Garza, Paolo; Ferrua, Luca; Faranda Cordella, Giuseppe
     In: 22th escar Europe : The World's Leading Automotive Cyber Security Conference
     Ruhr-Universität Bochum, Universitätsbibliothek
     22th escar Europe : The World's Leading Automotive Cyber Security Conference (Dortmund (DE)) 19/20 - 11 - 2024
     pp.15 DOI:10.13154/294-12715

  3. Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models
     Proceeding
     

     Koudounas, Alkis; Giobergia, Flavio
     In: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 - Proceedings
     Institute of Electrical and Electronics Engineers
     49th IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 (Seoul (KOR)) 14-19 April 2024
     pp.2 (pp.812-813) ISBN:9798350374513 DOI:10.1109/icasspw62465.2024.10626156

  4. Modelling Concurrent RTP Flows for End-to-end Predictions of QoS in Real Time Communications
     Proceeding
     

     Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
     In: 2024 International Symposium on Multimedia (ISM)
     IEEE (STATI UNITI D'AMERICA)
     26th International Symposium on Multimedia (Tokyo (JP)) 11-13 December 2024
     pp.8 (pp.63-70) ISBN:9798331511111 DOI:10.1109/ism63611.2024.00015

  5. The Rapidly Evolving Scenario of Acoustic Voice Analysis in Otolaryngology
     Article
     

     Fantini, Marco; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena; Succo, Giovanni; Crosetti, Erika
     CUREUS
     Springer Nature
     Vol.16 pp.8 ISSN:2168-8184 DOI:10.7759/cureus.73491

  6. Decoding Narratives: Towards a Classification Analysis for Stereotypical Patterns in Italian News Headlines
     Proceeding
     

     Berta, Matteo; Greco, Salvatore; Tipaldo, Giuseppe; Cerquitelli, Tania
     In: 2024 IEEE International Conference on Big Data (BigData)
     IEEE
     2024 IEEE International Conference on Big Data (BigData) (Washington DC (USA)) 15-18 December 2024
     pp.10 (pp.5253-5262) ISBN:9798350362480 DOI:10.1109/BigData62323.2024.10825258

  7. Large Language Models-aided Literature Reviews: A Study on Few-Shot Relevance Classification
     Proceeding
     

     Giobergia, Flavio; Koudounas, Alkis; Baralis, Elena
     In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT)
     IEEE
     2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) (Turin (ITA)) 25-27 September 2024
     pp.5 ISBN:9798350387537 DOI:10.1109/AICT61888.2024.10740404

  8. JEM: An AI-based engine workflow to predict simulation’s execution time on HPC cluster
     Proceeding
     

     Vacchetti, Bartolomeo; Cerquitelli, Tania; Nosenzo, Vladi; Capitelli, Enrica; Chiosso, Luca; Trocano, Manilo
     In: 2024 International Conference on Control, Automation and Diagnosis (ICCAD)
     IEEE
     2024 International Conference on Control, Automation and Diagnosis (ICCAD) (Paris (FRA)) 15-17 may 2024
     pp.5 ISBN:9798350361025 DOI:10.1109/ICCAD60883.2024.10553971

  9. Characterizing Fake News Targeting Corporations
     Proceeding
     

     Zhou, Ke; Šćepanović, Sanja; Quercia, Daniele
     PROCEEDINGS OF THE ... INTERNATIONAL AAAI CONFERENCE ON WEBLOGS AND SOCIAL MEDIA
     In: Proceedings of the Eighteenth International AAAI Conference on Web and Social Media
     AAAI
     Eighteenth International AAAI Conference on Web and Social Media (ICWSM 2024) (Buffalo (USA)) June 3-6 2024
     Vol.18 pp.15 (pp.1818-1832) ISSN:2334-0770 ISBN:9781577358909 DOI:10.1609/icwsm.v18i1.31428

  10. The Geography of U.S. Companies That Care About Their Employees
      Proceeding
      

      Sen, Indira; Scepanovic, Sanja; Constantinides, Marios; Quercia, Daniele
      In: CHIWORK '24: Proceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work
      Association for Computing Machinery
      CHIWORK 2024: 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work (Newcastle upon Tyne (UK)) June 25 - 27, 2024
      pp.9 (pp.1-9) DOI:10.1145/3663384.3663405

  11. Good Intentions, Risky Inventions: A Method for Assessing the Risks and Benefits of AI in Mobile and Wearable Uses
      Article
      

      Constantinides, Marios; Bogucka, Edyta Paulina; Scepanovic, Sanja; Quercia, Daniele
      PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
      Association for Computing Machinery
      Vol.8 pp.28 (pp.1-28) ISSN:2573-0142 DOI:10.1145/3676507

  12. Decoding Real-World Artificial Intelligence Incidents
      Article
      

      De Miguel Velázquez, Julia; Šćepanović, Sanja; Gvirtz, Andrés; Quercia, Daniele
      COMPUTER
      IEEE Computer Society
      Vol.57 pp.11 (pp.71-81) ISSN:0018-9162 DOI:10.1109/mc.2024.3432492

  13. Atlas of AI Risks: Enhancing Public Understanding of AI Risks
      Proceeding
      

      Bogucka, Edyta; Šćepanović, Sanja; Quercia, Daniele
      In: Proceedings of the Twelfth AAAI Conference on Human Computation and Crowdsourcing
      AAAI Press
      12th AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2024 (Pittsburgh, Pennsylvania (USA)) October 16–19, 2024
      Vol.12 pp.11 (pp.33-43) ISBN:9781577358930 DOI:10.1609/hcomp.v12i1.31598

  14. The Impact of Responsible AI Research on Innovation and Development
      Proceeding
      

      Septiandri, Ali Akbar; Constantinides, Marios; Quercia, Daniele
      In: Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24)
      AAAI
      Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) (San Jose, California (USA)) October 21-23, 2024.
      Vol.7 pp.14 (pp.1329-1342) ISBN:9781577358923 DOI:10.1609/aies.v7i1.31727

  15. ExploreGen: Large Language Models for Envisioning the Uses and Risks of AI Technologies
      Proceeding
      

      Herdel, Viviane; Šćepanović, Sanja; Bogucka, Edyta; Quercia, Daniele
      In: Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24)
      AAAI Press
      Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) (San José, CA (USA)) October 21–23, 2024
      Vol.7 pp.13 (pp.584-596) ISBN:9781577358923 DOI:10.1609/aies.v7i1.31660

  16. Co-designing an AI Impact Assessment Report Template with AI Practitioners and AI Compliance Experts
      Proceeding
      

      Bogucka, Edyta; Constantinides, Marios; Šćepanović, Sanja; Quercia, Daniele
      In: Proceedings of the Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24)
      AAAI Press
      Seventh AAAI/ACM Conference on AI, Ethics, and Society (AIES-24) (San Jose, California (USA)) October 21–23, 2024
      Vol.7 pp.13 (pp.168-180) ISBN:9781577358923 DOI:10.1609/aies.v7i1.31627

  17. AI Design: A Responsible Artificial Intelligence Framework for Prefilling Impact Assessment Reports
      Article
      

      Bogucka, Edyta; Constantinides, Marios; Šćepanović, Sanja; Quercia, Daniele
      IEEE INTERNET COMPUTING
      Institute of Electrical and Electronics Engineers
      Vol.28 pp.9 (pp.37-45) ISSN:1089-7801 DOI:10.1109/mic.2024.3451351

  18. Implications of Regulations on the Use of AI and Generative AI for Human-Centered Responsible Artificial Intelligence
      Proceeding
      

      Constantinides, Marios; Tahaei, Mohammad; Quercia, Daniele; Stumpf, Simone; Madaio, Michael; Kennedy, Sean; Wilcox, Lauren; Vitak, Jessica; Cramer, Henriette; Bogucka, Edyta Paulina; Baeza-Yates, Ricardo; Luger, Ewa; Holbrook, Jess; Muller, Michael; Blumenfeld, Ilana Golbin; Pistilli, Giada
      In: CHI EA '24: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems
      Association for Computing Machinery
      CHI '24: CHI Conference on Human Factors in Computing Systems (Honolulu HI (USA)) May 11 - 16, 2024
      pp.4 (pp.1-4) ISBN:9798400703317 DOI:10.1145/3613905.3643979

  19. Exploratory Analysis of Recommending Urban Parks for Health-Promoting Activities
      Proceeding
      

      Dietz, Linus W.; Šćepanović, Sanja; Zhou, Ke; Quercia, Daniele
      In: RecSys '24: Proceedings of the 18th ACM Conference on Recommender Systems
      Association for Computing Machinery, Inc
      RecSys '24: 18th ACM Conference on Recommender Systems (Bari (ITA)) October 14 - 18, 2024
      pp.5 (pp.1131-1135) ISBN:9798400705052 DOI:10.1145/3640457.3691712

  20. User Characteristics in Explainable AI: The Rabbit Hole of Personalization?
      Proceeding
      

      Nimmo, Robert; Constantinides, Marios; Zhou, Ke; Quercia, Daniele; Stumpf, Simone
      In: CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems
      Association for Computing Machinery
      CHI '24: CHI Conference on Human Factors in Computing Systems (Honolulu HI (USA)) 2024
      pp.13 (pp.1-13) ISBN:9798400703300 DOI:10.1145/3613904.3642352

  21. Guidelines for Integrating Value Sensitive Design in Responsible AI Toolkits
      Proceeding
      

      Sadek, Malak; Constantinides, Marios; Quercia, Daniele; Mougenot, Celine
      In: CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems
      Association for Computing Machinery
      2024 CHI Conference on Human Factors in Computing Sytems (Honolulu HI (USA)) May 11 - 16, 2024
      pp.20 (pp.1-20) DOI:10.1145/3613904.3642810

  22. The potential impact of AI innovations on US occupations
      Article
      

      Septiandri, Ali Akbar; Constantinides, Marios; Quercia, Daniele
      PNAS NEXUS
      National Academy of Sciences of the United States of America
      Vol.3 pp.13 ISSN:2752-6542 DOI:10.1093/pnasnexus/pgae320

  23. Using Self-supervised Learning Can Improve Model Fairness
      Proceeding
      

      Yfantidou, Sofia; Spathis, Dimitris; Constantinides, Marios; Vakali, Athena; Quercia, Daniele; Kawsar, Fahim
      In: KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
      Association for Computing Machinery
      KDD '24: The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Barcelona (ESP)) August 25 - 29, 2024
      pp.12 (pp.3942-3953) ISBN:9798400704901 DOI:10.1145/3637528.3671991

  24. RAI Guidelines: Method for Generating Responsible AI Guidelines Grounded in Regulations and Usable by (Non-)Technical Roles
      Article
      

      Constantinides, Marios; Bogucka, Edyta; Quercia, Daniele; Kallio, Susanna; Tahaei, Mohammad
      PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
      Association for Computing Machinery
      Vol.8 pp.28 (pp.1-28) ISSN:2573-0142 DOI:10.1145/3686927

  25. Empowering University-level Help Desk for International Applicants with AI Chatbots
      Proceeding
      

      Karimi, Zahra; Gallipoli, Giuseppe; Cagliero, Luca; Chicco, Francesca; Rosa, Carola; Sechi, Alessandra
      In: Proceedings of 2024 IEEE International Conference on Big Data (BigData)
      IEEE
      2024 IEEE International Conference on Big Data (BigData) (Washington DC (USA)) December 15-18 2024
      pp.8 (pp.5263-5270) ISBN:9798350362480 DOI:10.1109/BigData62323.2024.10825040

  26. Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning
      Proceeding
      

      Rege Cambrin, Daniele; Gallipoli, Giuseppe; Benedetto, Irene; Cagliero, Luca; Garza, Paolo
      In: Findings of the Association for Computational Linguistics: EMNLP 2024
      Association for Computational Linguistics
      The 2024 Conference on Empirical Methods in Natural Language Processing (Miami, Florida) November 12 –16, 2024
      pp.20 (pp.12060-12079) DOI:10.18653/v1/2024.findings-emnlp.704

  27. ChatGPT, be my teaching assistant! Automatic correction of SQL exercises
      Proceeding
      

      Cagliero, Luca; Farinetti, Laura; Fior, Jacopo; Manenti, ANDREA IGNAZIO
      In: 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC)
      979-8-3503-7696-8
      2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC) (Osaka (JPN)) July 2-4, 2024
      pp.7 (pp.81-87) ISBN:9798350376968 DOI:10.1109/COMPSAC61105.2024.00021

  28. A First View of Topics API Usage in the Wild
      Proceeding
      

      Verna, Alberto; Jha, Nikhil; Trevisan, Martino; Mellia, Marco
      In: CoNEXT '24: Proceedings of the 20th International Conference on emerging Networking EXperiments and Technologies
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      The 20th International Conference on emerging Networking EXperiments and Technologies (Los Angeles (USA)) December 9 - 12, 2024
      pp.7 (pp.48-54) ISBN:9798400711084 DOI:10.1145/3680121.3697810

  29. Enhancing Cross-Lingual Word Embeddings: Aligned Subword Vectors for Out-of-Vocabulary Terms in fastText
      Proceeding
      

      Savelli, Claudio; Giobergia, Flavio
      In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) (Turin (ITA)) 25-27 September 2024
      pp.6 ISBN:9798350387537 DOI:10.1109/AICT61888.2024.10740438

  30. Towards an Explorable Conceptual Map of Large Language Models
      Proceeding
      

      Bertetto, Lorenzo; Bettinelli, Francesca; Buda, Alessio; Da Mommio, Marco; DI BARI, Simone; Savelli, Claudio; Baralis, ELENA MARIA; Bernasconi, Anna; Cagliero, Luca; Ceri, Stefano; Pierri, Francesco
      LECTURE NOTES IN BUSINESS INFORMATION PROCESSING
      In: Intelligent Information Systems
      Springer Science and Business Media
      36th International Conference on Advanced Information Systems Engineering, CAiSE 2024 (Limassol (CYP)) June 3–7, 2024
      Vol.520 pp.9 (pp.82-90) ISSN:1865-1348 ISBN:9783031609992 DOI:10.1007/978-3-031-61000-4_10

  31. Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks
      Article
      

      La Quatra, Moreno; Gallipoli, Giuseppe; Cagliero, Luca
      ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
      ACM
      Vol.15 pp.38 (pp.1-38) ISSN:2157-6912 DOI:10.1145/3678179

  32. Re-Identification Attacks against the Topics API
      Article
      

      Jha, Nikhil; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco
      ACM TRANSACTIONS ON THE WEB
      ASSOC COMPUTING MACHINERY
      Vol.18 pp.24 (pp.1-24) ISSN:1559-1131 DOI:10.1145/3675400

  33. Detecting Edge and Node Anomalies with Temporal GNNs
      Proceeding
      

      Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
      In: GNNet '24: Proceedings of the 3rd GNNet Workshop on Graph Neural Networking Workshop
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      3rd GNNet Workshop - Graph Neural Networking Workshop (Los Angeles, California (USA)) December 9, 2024
      pp.7 (pp.7-13) ISBN:9798400712548 DOI:10.1145/3694811.3697818

  34. Throughput Prediction in Real-Time Communications: Spotlight on Traffic Extremes
      Proceeding
      

      Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
      In: 2024 IEEE Symposium on Computers and Communications (ISCC)
      IEEE (STATI UNITI D'AMERICA)
      29th IEEE Symposium on Computers and Communications (ISCC) IEEE ISCC 2024 (Paris (FRA)) 26 - 29 June 2024
      pp.7 ISBN:9798350354232 DOI:10.1109/ISCC61673.2024.10733668

  35. AutoPenBench: Benchmarking Generative Agents for Penetration Testing
      Other
      

      Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto
      pp.23 DOI:10.48550/arXiv.2410.03225

  36. Spatial data science: from aerial data to discrete spatio-temporal event analysis
      Doctoral thesis
      

      Colomba, Luca
      Politecnico di Torino
      pp.132 (pp.1-132)

  37. Designing the Operator of the Future: The Architecture of Human Digital Twin Systems
      Proceeding
      

      Battini, Daria; Berti, Nicola; Cella, Christian; Faroni, Marco; Garza, Paolo; Guidolin, Mattia; Moos, Sandro; Olivetti, Elena Carlotta; Reggiani, Monica; Sardini, Emilio; Tonello, Sarah
      IFAC PAPERSONLINE
      In: 18th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2024
      Elsevier
      18th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2024 (Vienna (AUT)) August 28-30, 2024
      Vol.58 pp.6 (pp.355-360) ISSN:2405-8971 DOI:10.1016/j.ifacol.2024.09.237

  38. FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting
      Proceeding
      

      Cheng, Shu-Ling; Yeh, Chin-Yuan; Chen, Ting-An; Pastor, Eliana; Chen, Ming-Syan
      PROCEEDINGS OF THE ... AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
      In: Proceedings of the AAAI Conference on Artificial Intelligence
      Association for the Advancement of Artificial Intelligence
      Thirty-Eighth AAAI Conference on Artificial Intelligence Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence (Vancouver (CAN)) February 20–27, 2024
      Vol.38 pp.9 (pp.11498-11506) ISSN:2374-3468 ISBN:9781577358879 DOI:10.1609/aaai.v38i10.29031

  39. Intersectional fair ranking via subgroup divergence
      Article
      

      Pastor, Eliana; Bonchi, Francesco
      DATA MINING AND KNOWLEDGE DISCOVERY
      Springer
      Vol.38 pp.37 (pp.2186-2222) ISSN:1384-5810 DOI:10.1007/s10618-024-01029-8

  40. Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches
      Article
      

      Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.
      ELECTRONICS
      Multidisciplinary Digital Publishing Institute (MDPI)
      Vol.13 pp.17 ISSN:2079-9292 DOI:10.3390/electronics13183693

  41. Workshop on Human-Interpretable AI
      Proceeding
      

      Ciravegna, Gabriele; Espinosa Zarlenga, Mateo; Barbiero, Pietro; Giannini, Francesco; Shams, Zohreh; Garreau, Damien; Jamnik, Mateja; Cerquitelli, Tania
      In: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
      ACM
      30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Barcelona (ESP)) August 25 - 29, 2024
      pp.2 (pp.6708-6709) ISBN:9798400704901 DOI:10.1145/3637528.3671499

  42. From Product Sheet to Text and Video: A NLG Pipeline to Transform Structured Data into Comprehensive Descriptions
      Proceeding
      

      Avignone, Andrea; Fiori, Alessandro; Chiusano, Silvia; Rizzo, Giuseppe
      In: Proceedings of the 32nd Symposium of Advanced Database Systems, Villasimius, Italy, June 23rd to 26th, 2024
      CEUR-WS
      32nd Symposium of Advanced Database Systems (Villasimius (ITA)) June 23rd to 26th, 2024
      Vol.3741 pp.10 (pp.271-280)

  43. A robust time-to-collision computation framework for pedestrian-autonomous shuttle interaction
      Proceeding
      

      Avignone, Andrea; Bassani, Marco; Borgogno, Beatrice; Caroleo, Brunella; Chiusano, Silvia; Karimi, Arastoo; Nikneshan, Shadi
      In: Titolo volume non avvalorato
      ICTCT
      the 36th International Cooperation on Theories and Concepts in Traffic Safety (The Hague (NL)) 17–18 October 2024
      pp.2

  44. Deep Probability Segmentation: Are segmentation models probability estimators?
      Proceeding
      

      Fassio, Simone; Monaco, Simone; Apiletti, Daniele
      In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      The 18th IEEE International Conference on Application of Information and Communication Technologies (AICT) (Torino (ITA)) 25-27 September 2024
      pp.7 ISBN:9798350387537 DOI:10.1109/AICT61888.2024.10740436

  45. FlowCasting: A Dynamic Machine Learning based Dashboard for Bike-Sharing System Management
      Proceeding
      

      Avignone, Andrea; Napolitano, Davide; Cagliero, Luca; Chiusano, Silvia
      In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) (Turin (ITA)) 25-27 September 2024
      pp.6 ISBN:9798350387537 DOI:10.1109/AICT61888.2024.10740417

  46. Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach
      Proceeding
      

      Napolitano, Davide; Cagliero, Luca
      In: Proceedings of the KDD Workshop on Human-Interpretable AI 2024
      CEUR
      HI-AI 2024 KDD Workshop on Human-Interpretable AI 2024 (Barcelona (ESP)) August 26, 2024
      Vol.3841 pp.8 (pp.87-94)

  47. BONES: a Benchmark fOr Neural Estimation of Shapley values
      Proceeding
      

      Napolitano, Davide; Cagliero, Luca
      In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) (Turin (ITA)) 25-27 September 2024
      pp.6 ISBN:9798350387537 DOI:10.1109/AICT61888.2024.10740433

  48. Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features
      Proceeding
      

      Pastor, Eliana; Koudounas, Alkis; Attanasio, Giuseppe; Hovy, Dirk; Baralis, Elena
      In: Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics 2024
      Association for Computational Linguistics (ACL)
      18th Conference of the European Chapter of the Association for Computational Linguistics (Malta) March 17-22, 2024
      Vol.1: Long Papers pp.18 (pp.2221-2238) ISBN:9798891760882

  49. Assessing Speech Model Performance: A Subgroup Perspective
      Proceeding
      

      Koudounas, Alkis; Pastor, Eliana; Baralis, Elena
      In: SEBD 2024: 32nd Symposium on Advanced Database System
      CEUR Workshop Proceedings
      SEBD 2024: 32nd Symposium on Advanced Database System (Villasimius, Sardinia (IT)) 23-26 June, 2024
      Vol.3741 pp.11 (pp.101-111)

  50. Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection - Vision paper
      Proceeding
      

      Ciravegna, Gabriele; Koudounas, Alkis; Fantini, Marco; Cerquitelli, Tania; Baralis, Elena; Crosetti, Erika; Succo, Giovanni
      In: Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference
      CEUR
      Workshops of the EDBT/ICDT 2024 Joint Conference (Paestum (IT)) 25-28 March, 2024
      Vol.3651 pp.5

  51. MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection
      Proceeding
      

      Borra, Federico; Savelli, Claudio; Rosso, Giacomo; Koudounas, Alkis; Giobergia, Flavio
      In: Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
      Association for Computational Linguistics (ACL)
      18th International Workshop on Semantic Evaluation (SemEval-2024) (Mexico City (MEX)) 20-21 June, 2024
      pp.7 (pp.1678-1684) DOI:10.18653/v1/2024.semeval-1.240

  52. Speech Analysis of Language Varieties in Italy
      Proceeding
      

      LA QUATRA, Moreno; Koudounas, Alkis; Baralis, Elena; Marco Siniscalchi, Sabato
      In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
      Association for Computational Linguistics (ACL)
      2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) (Torino (IT)) 20-25 May, 2024
      pp.13 (pp.15147-15159)

  53. Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters
      Article
      

      Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
      IEEE ACCESS
      IEEE
      Vol.12 pp.16 (pp.139773-139788) ISSN:2169-3536 DOI:10.1109/access.2024.3466919

  54. Voice Disorder Analysis: a Transformer-based Approach
      Proceeding
      

      Koudounas, Alkis; Ciravegna, Gabriele; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania; Baralis, Elena
      INTERSPEECH
      In: Interspeech 2024
      ISCA
      Interspeech 2024 (Kos (GR)) 1-5 September, 2024
      pp.5 (pp.3040-3044) ISSN:2308-457X DOI:10.21437/interspeech.2024-1122

  55. A Contrastive Learning Approach to Mitigate Bias in Speech Models
      Proceeding
      

      Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena
      In: Interspeech 2024
      ISCA
      Interspeech 2024 (Kos (GRC)) 1-5 September 2024
      pp.5 (pp.827-831) DOI:10.21437/interspeech.2024-1219

  56. Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective
      Article
      

      Liu, Qiong; Zhang, Tianzhu; Hemmatpour, Masoud; Qiu, Han; Zhang, Dong; Chen, Chung Shue; Mellia, Marco; Aghasaryan, Armen
      IEEE COMMUNICATIONS MAGAZINE
      IEEE
      pp.7 (pp.1-7) ISSN:0163-6804 DOI:10.1109/mcom.001.2400033

  57. On Leveraging Multi-Page Element Relations in Visually-Rich Documents
      Proceeding
      

      Napolitano, D.; Vaiani, L.; Cagliero, L.
      In: 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC)
      IEEE
      48th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2024 (Osaka (JPN)) 02-04 July 2024
      pp.6 (pp.360-365) ISBN:9798350376968 DOI:10.1109/COMPSAC61105.2024.00057

  58. Edge-device Collaborative Computing for Multi-view Classification  
      Article
      

      Palena, Marco; Cerquitelli, Tania; Chiasserini, Carla Fabiana
      COMPUTER NETWORKS
      Elsevier
      Vol.254 pp.15 (pp.1-15) ISSN:1389-1286 DOI:10.1016/j.comnet.2024.110823

  59. Hermes, a low-latency transactional storage for binary data streams from remote devices
      Article
      

      Scaffidi Militone, Gabriele; Apiletti, Daniele; Malnati, Giovanni
      DATA & KNOWLEDGE ENGINEERING
      ELSEVIER
      Vol.153 pp.14 ISSN:0169-023X DOI:10.1016/j.datak.2024.102315

  60. A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
      Proceeding
      

      Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
      In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      IEEE International Conference Application of Information and Communication Technologies (Turin (ITA)) 25-27 September 2024
      pp.6 ISBN:9798350387537 DOI:10.1109/AICT61888.2024.10740444

  61. Efficient Neural Network-based Estimation of Interval Shapley Values
      Article
      

      Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE
      Vol.36 pp.12 (pp.8108-8119) ISSN:1041-4347 DOI:10.1109/TKDE.2024.3420180

  62. Evaluating Ambiguous Questions in Semantic Parsing
      Proceeding
      

      Papicchio, S.; Papotti, P.; Cagliero, L.
      In: 2024 IEEE 40th International Conference on Data Engineering Workshops, ICDEW 2024
      Institute of Electrical and Electronics Engineers (STATI UNITI D'AMERICA)
      40th IEEE International Conference on Data Engineering Workshops, ICDEW 2024 (Utrecht (NLD)) 13-16 May 2024
      pp.5 (pp.338-342) ISBN:9798350384031 DOI:10.1109/ICDEW61823.2024.00050

  63. Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis
      Proceeding
      

      Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
      In: International Conference on Distributed Computing Systems Workshops (ICDCSW)
      IEEE (STATI UNITI D'AMERICA)
      IEEE 44th International Conference on Distributed Computing Systems (ICDCS) (Jersey City, NJ (USA)) 23-23 July 2024
      pp.6 (pp.41-46) ISBN:9798350354713 DOI:10.1109/icdcsw63686.2024.00013

  64. Uncertainty-aware segmentation for rainfall prediction post processing
      Proceeding
      

      Monaco, Simone; Monaco, Luca; Apiletti, Daniele
      In: 3rd Workshop on Uncertainty Reasoning and Quantification in Decision Making
      ACM
      2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Workshops (Barcellona) August 25, 2024 - August 29, 2024
      

  65. QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1
      Proceeding
      

      Rege Cambrin, Daniele; Garza, Paolo
      In: Titolo volume non avvalorato
      ISCRAM Association
      Information Systems for Crisis Response and Management Conference (Münster (DEU)) May 25-29, 2024
      Vol.21 pp.12 DOI:10.59297/n89yc374

  66. Paraphrase Loss for Abstractive Summarization
      Proceeding
      

      REGE CAMBRIN, Daniele; Garza, Paolo
      In: The Second Tiny Papers Track at {ICLR} 2024, Tiny Papers @ {ICLR}2024
      OpenReview.net
      International Conference on Learning Representations (Vienna (AUT)) May 11, 2024
      pp.4

  67. Towards the Detection of Unobservable Losses in Real-Time Communications
      Proceeding
      

      Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
      In: International Symposium on Local and Metropolitan Area Networks
      IEEE (STATI UNITI D'AMERICA)
      2024 IEEE 30th International Symposium on Local and Metropolitan Area Networks (LANMAN) (Boston, USA) 10 July 2024 - 11 July 2024
      pp.6 (pp.21-26) ISBN:9798350352092 DOI:10.1109/lanman61958.2024.10621889

  68. DiMViDA: Diffusion-based Multi-View Data Augmentation
      Proceeding
      

      Di Giacomo, G.; Franzese, G.; Cerquitelli, T.; Chiasserini, C. F.; Michiardi, P.
      In: IEEE CAMAD 2024 Proceedings
      IEEE
      2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (Athens (Gre)) 21-23 October 2024
      pp.6

  69. Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes
      Proceeding
      

      Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
      In: 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
      IEEE
      2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Vienna (AUT)) 08-12 July 2024
      pp.10 (pp.287-296) ISBN:9798350367294 DOI:10.1109/EuroSPW61312.2024.00037

  70. Explainable Stacking Models based on Complementary Traffic Embeddings
      Proceeding
      

      Gioacchini, Luca; Santos, Welton; Lopes, Barbara; Drago, Idilio; Mellia, Marco; Almeida Jussara, M.; Gonçalves Marcos, André
      In: 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
      IEEE
      2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Vienna (AUT)) 08-12 July 2024
      pp.12 (pp.261-272) ISBN:9798350367294 DOI:10.1109/EuroSPW61312.2024.00035

  71. Untangling IoT Global Connectivity: The Importance of Mobile Signaling Traffic
      Article
      

      Geißler, Stefan; Lutu, Andra; Wamser, Florian; Favale, Thomas; Vomhoff, Viktoria; Krolikowski, Michael; Mellia, Marco; Perino, Diego; Hoßfeld, Tobias
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.21 pp.15 (pp.4435-4449) ISSN:1932-4537 DOI:10.1109/tnsm.2024.3414975

  72. Emotion Recognition from Videos Using Multimodal Large Language Models
      Article
      

      Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
      FUTURE INTERNET
      MDPI
      Vol.16 pp.17 ISSN:1999-5903 DOI:10.3390/fi16070247

  73. NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers
      Proceeding
      

      Greco, Salvatore; Zhou, Ke; Capra, Licia; Cerquitelli, Tania; Quercia, Daniele
      PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
      In: Proceedings of the ACM on Human-Computer Interaction
      ACM
      27th ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2024 (San José (CRI)) November 9-13, 2024
      Vol.8 pp.25 (pp.1-25) ISSN:2573-0142 DOI:10.1145/3686924

  74. Toward Unbiased High-Quality Portraits through Latent-Space Evaluation
      Article
      

      Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania
      JOURNAL OF IMAGING
      MDPI
      Vol.10 pp.21 ISSN:2313-433X DOI:10.3390/jimaging10070157

  75. 3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding
      Proceeding
      

      Ding, Yihao; Vaiani, Lorenzo; Han, Caren; Lee, Jean; Garza, Paolo; Poon, Josiah; Cagliero, Luca
      In: Findings of the Association for Computational Linguistics ACL 2024
      ACL
      Association for Computational Linguistics 2024 (Bangkok, Thailand and virtual meeting) August 11-16, 2024
      pp.12 (pp.15233-15244)

  76. Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis using Large Language Models
      Proceeding
      

      Gallipoli, Giuseppe; Papicchio, Simone; Vaiani, Lorenzo; Cagliero, Luca; Miola, Arianna; Borghi, Daniele
      In: Proceedings of the Joint Workshop of the 7th Financial Technology and Natural Language Processing, the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing@ LREC-COLING 2024
      ACL
      The Joint Workshop of the 7th Financial Technology and Natural Language Processing (FinNLP), the 5th Knowledge Discovery from Unstructured Data in Financial Services (KDF), and the 4th Economics and Natural Language Processing (ECONLP) Workshop (FinNLP-KDF-ECONLP 2024) (Turin (ITA)) 20 May, 2024
      pp.7 (pp.130-136)

  77. Benchmarking Representations for Speech, Music, and Acoustic Events
      Proceeding
      

      LA QUATRA, Moreno; Koudounas, Alkis; Vaiani, Lorenzo; Baralis, Elena; Cagliero, Luca; Garza, Paolo; Marco Siniscalchi, Sabato
      In: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)
      IEEE
      2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) (Seoul (KOR)) 14-19 April 2024
      pp.5 (pp.505-509) ISBN:9798350374513 DOI:10.1109/ICASSPW62465.2024.10625960

  78. MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight
      Proceeding
      

      Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco
      In: Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
      ACL Association for Computational Linguistics
      SemEval-2024 (Workshop of ACL) (Mexico City (MEX)) 20-21 June, 2024
      pp.9 (pp.997-1005) DOI:10.18653/v1/2023.semeval-1.144

  79. Modeling Social Interactions in Complex Systems
      Doctoral thesis
      

      Galante, Franco
      Politecnico di Torino
      pp.203 (pp.1-203)

  80. Extreme Classification of European Union Law Documents driven by Entity Embeddings
      Proceeding
      

      Benedetto, I.; Cagliero, L.; Tarasconi, F.
      CEUR WORKSHOP PROCEEDINGS
      In: CEUR Workshop Proceedings
      CEUR-WS
      EDBT/ICDT 2024 Joint Conference (Paestum (IT)) 25-29 March 2024
      Vol.3651 pp.5 ISSN:1613-0073

  81. TASP: Topic-based abstractive summarization of Facebook text posts
      Article
      

      Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.225, Part B pp.13 ISSN:0957-4174 DOI:10.1016/j.eswa.2024.124567

  82. FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models
      Proceeding
      

      Arnaudo, Edoardo; Lungo Vaschetti, Jacopo; Innocenti, Lorenzo; Barco, Luca; Lisi, Davide; Fissore, Vanina; Rossi, Claudio
      In: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium
      IEEE
      IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) 2024 (Athens (GR)) 7-12 July 2024
      pp.5 (pp.3920-3924) ISBN:9798350360325 DOI:10.1109/IGARSS53475.2024.10641130

  83. Trust matters: The Addressing Vaccine Hesitancy in Europe Study
      Article
      

      Vuolanto, Pia; ALMEIDA ANA, Nunes; Anderson, Alistair; Auvinen, Petra; Beja, André; Bracke, Piet; Cardano, Mario; Ceuterick, Melissa; Correia, Tiago; DE VITO, Elisabetta; Delaruelle, Katrijn; Delicado, Ana; Esposito, Maurizio; Ferrara, Maria; Gariglio, Luigi; Guerreiro, Cátia; MARHÁNKOVÁ JAROSLAVA, Hasmanová; HILÁRIO ANA, Patrícia; HOBSON-WEST, Pru; Iorio, Juliana; Järvinen, KATRI-MARIA; Koivu, Annariina; Kotherová, Zuzana; Kuusipalo, Aapo; Lermytte, Esther; Mendonça, Joana; Morais, Rita; Numerato, Dino; Polak, Paulina; Rudek, Tadeusz; Sbaragli, Sara; Scavarda, Alice; Silva, Katielle; DA SILVA PEDRO, Alcantâra; Sivelä, Jonas; MOURA EVA, Soares; ŚWIĄTKIEWICZ-MOŚNY, Maria; Tipaldo, Giuseppe; Wagner, Aleksandra
      SCANDINAVIAN JOURNAL OF PUBLIC HEALTH
      Sage - Taylor&Francis
      Vol.52 pp.12 (pp.379-390) ISSN:1403-4948 DOI:10.1177/14034948231223791

  84. DiMViS: Diffusion-based Multi-View Synthesis
      Proceeding
      

      DI GIACOMO, Giuseppe; Franzese, Giulio; Cerquitelli, Tania; Chiasserini, Carla Fabiana; Michiardi, Pietro
      In: ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling 2nd SPIGM @ ICML
      ICML
      ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling 2nd SPIGM @ ICML (Vienna (Austria)) 21-27 July 2024
      pp.10

  85. DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes
      Article
      

      Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
      COMPUTER NETWORKS
      Elsevier
      Vol.249 pp.19 ISSN:1389-1286 DOI:10.1016/j.comnet.2024.110507

  86. Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings
      Proceeding
      

      Concialdi, Giuseppe; Koudounas, Alkis; Pastor, Eliana; Di Eugenio, Barbara; Baralis, Elena
      In: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing
      IEEE
      2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul (KOR)) 14-19 April, 2024
      pp.5 (pp.1146-1150) ISBN:9798350344851 DOI:10.1109/icassp48485.2024.10448078

  87. Scalable K-Nearest Neighbors Implementation using Distributed Embedded Systems
      Proceeding
      

      DE SIO, Corrado; Avignone, Andrea; Sterpone, Luca; Chiusano, Silvia
      In: CF’ 24: Proceedings of the 21st ACM International Conference on Computing Frontiers
      ACM
      CF' 24: 21st ACM International Conference on Computing Frontiers (Ischia (ITA)) May 7-9, 2024
      pp.2 (pp.314-315) ISBN:9798400705977 DOI:10.1145/3649153.3652994

  88. DreamShot: Teaching Cinema Shots to Latent Diffusion Models
      Proceeding
      

      Massaglia, T.; Vacchetti, B.; Cerquitelli, T.
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference
      CEUR-WS
      EDBT/ICDT (Paestum (ITA)) 25-28 marzo 2024
      Vol.3651 pp.6 ISSN:1613-0073

  89. PACMNET, V2, CoNEXT1, March 2024 Editorial
      Article
      

      Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
      THE PROCEEDINGS OF THE ACM ON NETWORKING
      ACM
      Vol.2 pp.1 ISSN:2834-5509 DOI:10.1145/3649469

  90. X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting
      Article
      

      VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico
      ACM TRANSACTIONS ON PRIVACY AND SECURITY
      ACM
      Vol.27 pp.27 (pp.1-27) ISSN:2471-2566 DOI:10.1145/3663569

  91. Social and economic variables explain COVID-19 diffusion in European regions
      Article
      

      Cancedda, Christian; Cappellato, Alessio; Maninchedda, Luigi; Meacci, Leonardo; Peracchi, Sofia; Salerni, Claudia; Baralis, Elena; Giobergia, Flavio; Ceri, Stefano
      SCIENTIFIC REPORTS
      Springer Nature
      Vol.14 pp.13 ISSN:2045-2322 DOI:10.1038/s41598-024-58218-0

  92. Monitoring Web QoE in Satellite Networks from Passive Measurements
      Proceeding
      

      Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Perdices, Daniel; Mellia, Marco
      In: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC)
      IEEE
      2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) (Las Vegas (USA)) 06-09 January 2024
      pp.8 (pp.669-676) ISBN:9798350304572 DOI:10.1109/ccnc51664.2024.10454720

  93. LogPrécis: Unleashing language models for automated malicious log analysis
      Article
      

      Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben
      COMPUTERS & SECURITY
      Elsevier
      Vol.141 pp.15 ISSN:0167-4048 DOI:10.1016/j.cose.2024.103805

  94. Boosting court judgment prediction and explanation using legal entities
      Article
      

      Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
      ARTIFICIAL INTELLIGENCE AND LAW
      Springer Nature
      pp.36 (pp.1-36) ISSN:0924-8463 DOI:10.1007/s10506-024-09397-8

  95. DriftLens: A Concept Drift Detection Tool
      Proceeding
      

      Greco, Salvatore; Vacchetti, Bartolomeo; Apiletti, Daniele; Cerquitelli, Tania
      In: Advances in Database Technology
      Open proceedings
      Proceedings 27th International Conference on Extending Database Technology ( EDBT 2024 ) (Paestum (IT)) 25th March - 28th March, 2024
      Vol.27 pp.4 (pp.806-809) ISBN:9783893180912

  96. Building Foundations for Inclusiveness through Expert-Annotated Data
      Proceeding
      

      La Quatra, Moreno; Greco, Salvatore; Cagliero, Luca; Tonti, Michela; Dragotto, Francesca; Raus, Rachele; Cavagnoli, Stefania; Cerquitelli, Tania
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference
      Ceur
      Data Analytics solutions for Real-LIfe APplications (DARLI-AP) workshop (Paestum (IT)) March 25-28, 2024
      Vol.3651 pp.5 ISSN:1613-0073

  97. BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications
      Proceeding
      

      Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
      In: Consumer Communications and Networking Conference
      IEEE (STATI UNITI D'AMERICA)
      2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) (Las Vegas, NV, USA) 06 Jan 2024 - 09 Jan 2024
      pp.6 (pp.65-70) ISBN:9798350304572 DOI:10.1109/ccnc51664.2024.10454679

  98. Privacy on the Web: Algorithms, Tools and Measurements
      Doctoral thesis
      

      Jha, Nikhil
      Politecnico di Torino
      pp.129 (pp.1-129)

  99. Political context of the European vaccine debate on Twitter
      Article
      

      Paoletti, Giordano; Dall’Amico, Lorenzo; Kalimeri, Kyriaki; Lenti, Jacopo; Mejova, Yelena; Paolotti, Daniela; Starnini, Michele; Tizzani, Michele
      SCIENTIFIC REPORTS
      Springer Nature
      Vol.14 pp.11 ISSN:2045-2322 DOI:10.1038/s41598-024-54863-7

  100. Towards Comprehensive Subgroup Performance Analysis in Speech Models
       Article
       

       Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele
       IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING
       IEEE/ACM
       Vol.32 pp.13 (pp.1468-1480) ISSN:2329-9290 DOI:10.1109/taslp.2024.3363447

  101. Prioritizing Data Acquisition For End-to-End Speech Model Improvement
       Proceeding
       

       Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena
       In: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing
       IEEE
       2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul (KOR)) 14-19 April 2024
       pp.5 (pp.7000-7004) ISBN:9798350344851 DOI:10.1109/ICASSP48485.2024.10446326

  102. Leveraging confidence models for identifying challenging data subgroups in speech models
       Proceeding
       

       Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Attanasio, Giuseppe; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele
       In: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW)
       IEEE
       2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW) (Seoul (KOR)) 14-19 April, 2024
       pp.5 (pp.134-138) ISBN:9798350374513 DOI:10.1109/ICASSPW62465.2024.10626001

  103. AI models for automated segmentation of engineered polycystic kidney tubules
       Article
       

       Monaco, Simone; Bussola, Nicole; Buttò, Sara; Sona, Diego; Giobergia, Flavio; Jurman, Giuseppe; Xinaris, Christodoulos; Apiletti, Daniele
       SCIENTIFIC REPORTS
       Springer Nature
       Vol.14 pp.16 ISSN:2045-2322 DOI:10.1038/s41598-024-52677-1

  104. Competition of Influencers: A Model for Maximizing Online Social Impact
       Proceeding
       

       Galante, Franco; Garetto, Michele; Leonardi, Emilio
       In: Proceedings of WEBSCI 24
       ACM
       WEBSCI 2024 (Stuttgart (Germany)) May 21 - 24, 2024
       pp.11 (pp.343-353) ISBN:9798400703348 DOI:10.1145/3614419.3644031

  105. DQNC2S: DQN-based Cross-stream Crisis event Summarizer
       Proceeding
       

       Rege Cambrin, Daniele; Cagliero, Luca; Garza, Paolo
       LECTURE NOTES IN COMPUTER SCIENCE
       In: Advances in Information Retrieval.
       Springer
       46th European Conference on Information Retrieval. ECIR 2024 (Glasgow (UK)) March 24–28, 2024
       Vol.14610 pp.9 (pp.422-430) ISSN:0302-9743 ISBN:9783031560620 DOI:10.1007/978-3-031-56063-7_34

  106. Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks
       Proceeding
       

       Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M.
       In: Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024
       Cornell Tech
       4th Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024 (Vancouver (CDN)) 2024
       pp.8

  107. Planning interventions in a controlled pandemic: the COVID-19 case
       Article
       

       Galante, Franco; Ravazzi, Chiara; Garetto, Michele; Leonardi, Emilio
       IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
       IEEE
       Vol.11 pp.18 (pp.2314-2331) ISSN:2327-4697 DOI:10.1109/TNSE.2023.3343807

  108. Cross-network Embeddings Transfer for Traffic Analysis
       Article
       

       Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario
       IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
       IEEE
       Vol.21 pp.14 (pp.2686-2699) ISSN:1932-4537 DOI:10.1109/TNSM.2023.3329442

  109. Machine Learning Methods to Forecast Public Transport Demand Based on Smart Card Validations
       Proceeding
       

       Caroleo, Brunella; Chiusano, Silvia; Daraio, Elena; Avignone, Andrea; Gastaldi, Eleonora; Paoletti, Mauro; Arnone, Maurizio
       LECTURE NOTES OF THE INSTITUTE FOR COMPUTER SCIENCES, SOCIAL INFORMATICS AND TELECOMMUNICATIONS ENGINEERING (INTERNET)
       In: Intelligent Transport Systems
       Springer
       EAI INTSYS 2023 - 7th EAI International Conference on Intelligent Transport Systems (Molde (Norway)) September 6-7, 2023
       Vol.540 pp.16 (pp.194-209) ISSN:1867-822X ISBN:9783031493799 DOI:10.1007/978-3-031-49379-9_11

  110. Abstractive video lecture summarization: applications and future prospects
       Article
       

       Benedetto, Irene; LA QUATRA, Moreno; Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
       EDUCATION AND INFORMATION TECHNOLOGIES
       Springer
       Vol.29 pp.21 (pp.2951-2971) ISSN:1573-7608 DOI:10.1007/s10639-023-11855-w

  111. Explaining deep convolutional models by measuring the influence of interpretable features in image classification
       Article
       

       Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
       DATA MINING AND KNOWLEDGE DISCOVERY
       Springer
       Vol.38 pp.58 (pp.3169-3226) ISSN:1573-756X DOI:10.1007/s10618-023-00915-x

  2023

  1. Good Intentions, Bad Inventions: How Employees Judge Pervasive Technologies in the Workplace
     Article
     

     Constantinides, Marios; Quercia, Daniele
     IEEE PERVASIVE COMPUTING
     Institute of Electrical and Electronics Engineers
     Vol.22 pp.8 (pp.69-76) ISSN:1536-1268 DOI:10.1109/mprv.2022.3217408

  2. Quantifying the impact of positive stress on companies from online employee reviews
     Article
     

     Šćepanović, Sanja; Constantinides, Marios; Quercia, Daniele; Kim, Seunghyun
     SCIENTIFIC REPORTS
     Nature Research
     Vol.13 pp.10 ISSN:2045-2322 DOI:10.1038/s41598-022-26796-6

  3. The role of the big geographic sort in online news circulation among U.S. Reddit users
     Article
     

     Bozarth, Lia; Quercia, Daniele; Capra, Licia; Šćepanović, Sanja
     SCIENTIFIC REPORTS
     Nature Research
     Vol.13 pp.13 ISSN:2045-2322 DOI:10.1038/s41598-023-33247-3

  4. Human-Centered Responsible Artificial Intelligence: Current & Future Trends
     Proceeding
     

     Tahaei, Mohammad; Constantinides, Marios; Quercia, Daniele; Kennedy, Sean; Muller, Michael; Stumpf, Simone; Liao, Q. Vera; Baeza-Yates, Ricardo; Aroyo, Lora; Holbrook, Jess; Luger, Ewa; Madaio, Michael; Blumenfeld, Ilana Golbin; De-Arteaga, Maria; Vitak, Jessica; Olteanu, Alexandra
     In: CHI EA '23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems
     Association for Computing Machinery
     2023 CHI Conference on Human Factors in Computing Systems, CHI 2023 (Hamburg (DEU)) April 23 - 28, 2023
     pp.4 (pp.1-4) ISBN:9781450394222 DOI:10.1145/3544549.3583178

  5. WEIRD FAccTs: How Western, Educated, Industrialized, Rich, and Democratic is FAccT?
     Proceeding
     

     Septiandri, Ali Akbar; Constantinides, Marios; Tahaei, Mohammad; Quercia, Daniele
     In: FAccT '23: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency
     Association for Computing Machinery
     6th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2023 (Chicago IL (USA)) June 12 - 15, 2023
     pp.12 (pp.160-171) ISBN:9798400701924 DOI:10.1145/3593013.3593985

  6. Insider stories: analyzing internal sustainability efforts of major US companies from online reviews
     Article
     

     Sen, Indira; Quercia, Daniele; Capra, Licia; Montecchi, Matteo; Šćepanović, Sanja
     HUMANITIES AND SOCIAL SCIENCES COMMUNICATIONS
     Springer Nature
     Vol.10 pp.9 ISSN:2662-9992 DOI:10.1057/s41599-023-01672-4

  7. How Circadian Rhythms Extracted from Social Media Relate to Physical Activity and Sleep
     Proceeding
     

     Zhou, Ke; Constantinides, Marios; Quercia, Daniele; Šćepanović, Sanja
     PROCEEDINGS OF THE ... INTERNATIONAL AAAI CONFERENCE ON WEBLOGS AND SOCIAL MEDIA
     In: Proceedings of the Seventeenth International AAAI Conference on Web and Social Media
     AAAI Press
     Seventeenth International AAAI Conference on Web and Social Media (Limassol, Cyprus) June 5–8, 2023
     Vol.17 pp.12 (pp.948-959) ISSN:2334-0770 ISBN:9781577358794 DOI:10.1609/icwsm.v17i1.22202

  8. Quantified Canine: Inferring Dog Personality From Wearables
     Proceeding
     

     Meegahapola, Lakmal; Constantinides, Marios; Radivojevic, Zoran; Li, Hongwei; Quercia, Daniele; Eggleston, Michael S
     In: CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems
     Association for Computing Machinery
     CHI '23: CHI Conference on Human Factors in Computing Systems (Hamburg (DEU)) April 23 - 28, 2023
     pp.19 (pp.1-19) ISBN:9781450394215 DOI:10.1145/3544548.3581088

  9. MEDSAT: a public health dataset for England featuring medical prescriptions and satellite imagery
     Proceeding
     

     Sepanovic, Sanja; Obadic, Ivica; Joglekar, Sagar; Giustarini, Laura; Nattero, Cristiano; Quercia, Daniele; Zhu, Xiao Xiang
     In: Proceedings of the 37th International Conference on Neural Information Processing Systems
     Curran Associates
     37th Conference on Neural Information Processing Systems (NeurIPS 2023) (New Orleans, Louisiana (USA)) 10-16 December 2023
     ISBN:9781713899921

  10. QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data
      Proceeding
      

      Papicchio, S.; Papotti, P.; Cagliero, L.
      ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS
      In: Advances in Neural Information Processing Systems
      Neural information processing systems foundation
      37th Conference on Neural Information Processing Systems, NeurIPS 2023 (New Orleans, LA (USA)) 2023
      Vol.36 ISSN:1049-5258

  11. «What is truth?» Knowledge, expertise and political decision-making in the age of epistemic instability
      Article
      

      Tipaldo, Giuseppe; Crabu, S.; Moiso, V.
      RASSEGNA ITALIANA DI SOCIOLOGIA
      Il Mulino
      Vol.64 pp.24 (pp.591-614) ISSN:0486-0349 DOI:10.1423/112398

  12. Introduzione. Il potere di erigere e violare i confini della conoscenza
      Book chapter
      

      Tipaldo, Giuseppe; Ceravolo, Flavio; Moiso, Valentina; Pitrelli, Nico; Sciannamblo, Mariacristina; Tallacchini, Mariachiara
      SINAPSI
      Guerre di confine. Autorità epistemiche e società in transizione
      Meltemi
      Vol.1 pp.14 (pp.9-22) ISBN:9788855198271

  13. Guerre di confine. Autorità epistemiche e società in transizione
      Book
      

      Tipaldo, Giuseppe; Ceravolo, Flavio; Moiso, Valentina; Pitrelli, Nico; Sciannamblo, Mariacristina; Tallacchini, Mariachiara
      SINAPSI
      Meltemi
      Vol.1 pp.218 (pp.1-218) ISBN:9788855198271

  14. Archeologia di un mondo (non ancora) al collasso
      Book chapter
      

      Tipaldo, Giuseppe
      SINAPSI
      Guerre di confine. Autorità epistemiche e società in transizione
      Meltemi
      Vol.1 pp.6 (pp.23-28) ISBN:9788855198271

  15. Scienza: la nostra eredità comune
      Book chapter
      

      Tipaldo, Giuseppe
      Guerre di confine. Autorità epistemiche e società in transizione
      Meltemi
      Vol.1 pp.24 (pp.29-52) ISBN:9788855198271

  16. PACMNET, V1, CoNEXT3, December 2023 Editorial
      Article
      

      Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
      THE PROCEEDINGS OF THE ACM ON NETWORKING
      ACM
      Vol.1 pp.2 (pp.1-2) ISSN:2834-5509 DOI:10.1145/3629130

  17. Late Fusion-based Distributed Multimodal Learning
      Proceeding
      

      Giobergia, Flavio; Baralis, Elena
      In: 2023 IEEE International Conference on Big Data (BigData)
      IEEE
      2023 IEEE International Conference on Big Data (BigData) (Sorrento (ITA)) 15-18 December 2023
      pp.5 (pp.2152-2156) ISBN:9798350324457 DOI:10.1109/BigData59044.2023.10386612

  18. Benchmarking Abstractive Models for Italian Legal News Summarization
      Proceeding
      

      Benedetto, Irene; Cagliero, Luca; Tarasconi, Francesco; Giacalone, Giuseppe; Bernini, Claudia
      FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS
      In: Legal Knowledge and Information Systems
      IOS PRESS
      JURIX2023: 36th International Conference on Legal Knowledge and Information Systems (Maastricht (NLD)) 18-20 December 2023
      Vol.379 pp.6 (pp.311-316) ISSN:0922-6389 ISBN:9781643684727 DOI:10.3233/faia230980

  19. GINN: Towards Gender InclusioNeural Network
      Proceeding
      

      Berta, M.; Vacchetti, B.; Cerquitelli, T.
      In: 2023 IEEE International Conference on Big Data (BigData)
      IEEE
      2023 IEEE International Conference on Big Data (BigData) (Sorrento (IT)) 15-18 december 2023
      pp.8 (pp.4119-4126) ISBN:9798350324457 DOI:10.1109/BigData59044.2023.10386328

  20. Combining fault-tolerant persistence and low-latency streaming access to binary data for AI models
      Proceeding
      

      Militone, Gabriele Scaffidi; Apiletti, Daniele; Malnati, Giovanni
      In: 2023 IEEE International Conference on Big Data (BigData)
      IEEE
      2023 IEEE International Conference on Big Data (BigData) (Sorrento (IT)) 15/12/2023 - 18/12/2023
      pp.5 (pp.3149-3153) ISBN:9798350324457 DOI:10.1109/bigdata59044.2023.10386896

  21. GLEm-Net: Unified Framework for Data Reduction with Categorical and Numerical Features
      Proceeding
      

      DE SANTIS, Francesco; Giordano, Danilo; Mellia, Marco; Damilano, Alessia
      In: IEEE International Conference on Big Data
      IEEE
      2023 IEEE International Conference on Big Data (Big Data) (Sorrento, Italy) 15-18 December 2023
      pp.8 (pp.4240-4247) ISBN:9798350324457 DOI:10.1109/BigData59044.2023.10386901

  22. Detecting industrial vehicles’ duty levels using contrastive learning
      Proceeding
      

      Cagliero, Luca; Buccafusco, Silvia; Vaccarino, Francesco; Salvatori, Lucia; Loti, Riccardo
      In: Proceedings on the 2023 IEEE International Conference on Big Data
      IEEE (STATI UNITI D'AMERICA)
      2023 IEEE International Conference on Big Data (IEEE Big Data 2023) (Sorrento (Italy)) December 15-18, 2023
      pp.7 (pp.1630-1636) ISBN:9798350324457 DOI:10.1109/BigData59044.2023.10386964

  23. Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories
      Article
      

      Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
      ALGORITHMS
      MDPI
      Vol.16 pp.26 ISSN:1999-4893 DOI:10.3390/a16100464

  24. Extractive Conversation Summarization Driven by Textual Entailment Prediction
      Proceeding
      

      Gallipoli, Giuseppe; Cagliero, Luca; Garza, Paolo
      In: Proceedings of 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT) (Baku (AZ)) 18-20 October 2023
      pp.6 (pp.1-6) ISBN:9798350303568 DOI:10.1109/AICT59525.2023.10313192

  25. Diversità è cambiamento. Bilancio di genere 2023 - Politecnico di Torino
      Book
      

      Cerquitelli, Tania; Colombelli, Alessandra; De Giorgi, Claudia; Falzea, Luca; Montorsi, Arianna; Temporin, Greta
      Politecnico di Torino
      pp.170 ISBN:9791281583009

  26. Exploring Temporal GNN Embeddings for Darknet Traffic Analysis
      Proceeding
      

      Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca
      In: Proceedings of the 2nd on Graph Neural Networking Workshop 2023
      Association for Computing Machinery
      2nd GNNet Workshop - Graph Neural Networking Workshop (Paris, France) 8 December, 2023
      pp.6 (pp.31-36) ISBN:9798400704482 DOI:10.1145/3630049.3630175

  27. Multi-View Latent Diffusion
      Proceeding
      

      DI GIACOMO, Giuseppe; Franzese, Giulio; Cerquitelli, Tania; Chiasserini, Carla Fabiana; Michiardi, Pietro
      In: International Conference on Big Data
      IEEE
      2023 IEEE International Conference on Big Data (Sorrento (Italy)) 15-18 December 2023
      pp.3 ISBN:9798350324457 DOI:10.1109/BigData59044.2023.10386945

  28. Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers
      Proceeding
      

      Perotti, Alan; Bertolotto, Simone; Pastor, Eliana; Panisson, André
      COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
      In: Explainable Artificial Intelligence
      Springer
      World Conference on eXplainable Artificial Intelligence. xAI 2023 (Lisboa (Portugal)) July 26–28, 2023
      Vol.1902 pp.24 (pp.525-548) ISSN:1865-0929 ISBN:9783031440663 DOI:10.1007/978-3-031-44067-0_27

  29. LEMMS: Label Estimation of Multi-Feature Movie Segments
      Proceeding
      

      Vacchetti, Bartolomeo; Dawit, Mureja; Cerquitelli, Tania
      In: 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
      IEEE
      ICCV 2023 Workshop on AI for Creative Video Editing and Understanding (Paris (FR)) 02-06 October 2023
      pp.9 (pp.3019-3027) ISBN:9798350307443 DOI:10.1109/ICCVW60793.2023.00325

  30. Reading(&)Machine. Un modello prototipale per la promozione della lettura in biblioteca
      Article
      

      Cognigni, Cecilia; De Lorenzis, Federico; Lamberti, Fabrizio; Mellia, Marco; Vallero, Greta; Vassio, Luca; Visconti, Alessandro; Vivarelli, Maurizio
      BIBLIOTECHE OGGI TRENDS
      Editrice Bibliografica
      Vol.9 pp.11 (pp.46-56) ISSN:2421-3810 DOI:10.3302/2421-3810-202301-046-1

  31. ViGEO: an Assessment of Vision GNNs in Earth Observation
      Proceeding
      

      Colomba, Luca; Garza, Paolo
      In: Titolo volume non avvalorato
      IEEE
      International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM workshop at ICDM2023) (Shanghai, China) 01/12/2023 - 04/12/2023
      pp.7 (pp.816-822) DOI:10.1109/ICDMW60847.2023.00110

  32. On the Construction of Numerical Models through a Prime Convolutional Approach
      Proceeding
      

      Almhaithawi, Doaa; Bertini, Massimo; Cuomo, Stefano; Panelli, Francesco; Bellini, Alessandro; Cerquitelli, Tania
      In: Proceedings of the 33rd European Safety and Reliability Conference (ESREL 2023)
      Research Publishing, Singapore
      European Safety and Reliability Conference (ESREL 2023) (Southampton (UK)) 3 -7 September 2023
      pp.9 (pp.2821-2829) ISBN:9789811880711 DOI:10.3850/978-981-18-8071-1_P672-cd

  33. GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets
      Proceeding
      

      Napolitano, Davide; Cagliero, Luca
      In: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC)
      IEEE
      47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023 (Torino (Italy)) June 26-30, 2023
      pp.6 (pp.292-297) ISBN:9798350326970 DOI:10.1109/COMPSAC57700.2023.00045

  34. Generation of textual/video descriptions for technological products based on structured data
      Proceeding
      

      Avignone, Andrea; Fiori, Alessandro; Chiusano, Silvia; Rizzo, Giuseppe
      In: 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      IEEE International Conference Application of Information and Communication Technologies (Baku (AZ)) 18-20 October 2023
      pp.7 ISBN:9798350303568 DOI:10.1109/AICT59525.2023.10313177

  35. Discovering SpatioTemporal Warning Contexts from non-emergency call reports
      Proceeding
      

      Cagliero, Luca; Avignone, Andrea; Chiusano, Silvia
      In: Communications in Computer and Information Science
      Springer
      European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (Torino) September 18-22 2023
      pp.12 ISBN:9783031746390

  36. A Novel DB CASE Tool for Relational Databases
      Proceeding
      

      Avignone, Andrea; Chiusano, Silvia; Fiori, Alessandro; Garza, Paolo; Marchetta, Emanuele
      In: Proceedings of the 31st Symposium of Advanced Database Systems
      CEUR
      SEBD 2023: 31st Symposium on Advanced Database System (Galzignano Terme, Italy) July 02–05, 2023
      Vol.3478 pp.1

  37. Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning
      Proceeding
      

      Giobergia, Flavio; Koudounas, Alkis; Baralis, Elena Maria
      In: IEEE Application of Information and Communication Technologies (AICT) 2023
      IEEE
      2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT) (Baku (AZE)) 18-20 October 2023
      pp.6 ISBN:9798350303568 DOI:10.1109/AICT59525.2023.10313185

  38. PACMNET V1, CoNEXT2, September 2023 Editorial
      Article
      

      Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
      THE PROCEEDINGS OF THE ACM ON NETWORKING
      ACM
      Vol.1 pp.1 ISSN:2834-5509 DOI:10.1145/3609420

  39. On the use of Pretrained Language Models for Legal Italian Document Classification
      Proceeding
      

      Benedetto, Irene; Sportelli, Gianpiero; Bertoldo, Sara; Tarasconi, Francesco; Cagliero, Luca; Giacalone, Giuseppe
      PROCEDIA COMPUTER SCIENCE
      In: Procedia Computer Science
      Elsevier
      27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (Atene, Grecia) September 6-8, 2023
      Vol.225 pp.10 (pp.2244-2253) ISSN:1877-0509 DOI:10.1016/j.procs.2023.10.215

  40. Transformer-based Prediction of Emotional Reactions to Online Social Network Posts
      Proceeding
      

      Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino
      In: Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis
      ACL Association for Computational Linguistics
      Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA) (Toronto (CAN)) July 9–14, 2023
      pp.11 (pp.354-364) DOI:10.18653/v1/2023.wassa-1.31

  41. A Model-based Curriculum Learning Strategy for Training SegFormer
      Proceeding
      

      Rege Cambrin, Daniele; Apiletti, Daniele; Garza, Paolo
      In: 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      IEEE 17th International Conference Application of Information and Communication Technologies (Baku (AZ)) 18-20 October 2023
      pp.6 (pp.1-6) ISBN:9798350303568 DOI:10.1109/AICT59525.2023.10313143

  42. baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy
      Proceeding
      

      Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; Apiletti, Daniele; Baralis, ELENA MARIA
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023)
      CEUR
      EVALITA 2023 (Parma (ITA)) September 7th - 8th, 2023
      Vol.3473 pp.6 ISSN:1613-0073

  43. PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
      Proceeding
      

      Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco
      In: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
      ACL Association for Computational Linguistics
      SemEval-2023 (Workshop of ACL) (Toronto (CAN)) July 9–14, 2023
      pp.11 (pp.1401-1411) DOI:10.18653/v1/2023.semeval-1.194

  44. PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation
      Proceeding
      

      Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
      In: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
      ACL Association for Computational Linguistics
      SemEval-2023 (Workshop of ACL) (Toronto (CAN)) July 9–14, 2023
      pp.7 (pp.1447-1453) DOI:10.18653/v1/2023.semeval-1.199

  45. PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection
      Proceeding
      

      D'Amico, Lorenzo; Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023)
      CEUR-WS
      EVALITA 2023 (Parma, Italy) September 7-8, 2023
      Vol.3473 pp.6 ISSN:1613-0073

  46. Inclusively: An AI-Based Assistant for Inclusive Writing
      Proceeding
      

      LA QUATRA, Moreno; Greco, Salvatore; Cagliero, Luca; Cerquitelli, Tania
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track
      Springer
      European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (Turin (ITA)) September 18th-22th 2023
      Vol.14175 pp.5 (pp.361-365) ISSN:0302-9743 ISBN:9783031434297 DOI:10.1007/978-3-031-43430-3_31

  47. On the Robustness of Topics API to a Re-Identification Attack
      Proceeding
      

      Jha, N.; Trevisan, M.; Leonardi, E.; Mellia, M.
      In: Proceedings on Privacy Enhancing Technologies
      Privacy Enhancing Technologies Symposium
      23rd Privacy Enhancing Technologies Symposium (PETS 2023) (Lausanne (CH)) July 10–15, 2023
      Vol.2023(4) pp.13 (pp.66-78) DOI:10.56553/popets-2023-0098

  48. Modeling communication asymmetry and content personalization in online social networks
      Article
      

      Galante, Franco; Vassio, Luca; Garetto, Michele; Leonardi, Emilio
      ONLINE SOCIAL NETWORKS AND MEDIA
      Elsevier
      Vol.37-38 pp.20 (pp.1-20) ISSN:2468-6964 DOI:10.1016/j.osnem.2023.100269

  49. Data-driven energy demand forecasting for electric vehicle charging infrastructure
      Proceeding
      

      Meddi, S.; Cavaglion, S.; Cerquitelli, T.; Manfredi, E.; Regalia, A.; Menolascino, R.; Zardo, G.
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference
      CEUR-WS.org
      EDBT/ICDT 2023 Joint Conference (Ioannina (GRC)) 28th March - 31st March, 2023
      Vol.3379 pp.9 (pp.1-9) ISSN:1613-0073

  50. Forecasting Li-ion battery State of Charge using Long-Short-Term-Memory network
      Proceeding
      

      Capodicasa, I.; Cerquitelli, T.
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, Ioannina, Greece, March, 28, 2023
      CEUR-WS.org
      EDBT/ICDT 2023 Joint Conference - 7th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) (Ioannina (Greece)) 28th March - 31st March, 2023
      Vol.3379 pp.8 (pp.1-8) ISSN:1613-0073

  51. Machine learning empowered computer networks
      Article
      

      Cerquitelli, Tania; Meo, Michela; Curado, Marilia; Skorin-Kapov, Lea; Tsiropoulou, Eirini-Eleni
      COMPUTER NETWORKS
      Elsevier
      Vol.230 pp.5 ISSN:1389-1286 DOI:10.1016/j.comnet.2023.109807

  52. DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy
      Proceeding
      

      Gallipoli, Giuseppe; LA QUATRA, Moreno; REGE CAMBRIN, Daniele; Greco, Salvatore; Cagliero, Luca
      In: Proceedings of the Eighth Evaluation Campaign of Natural LanguageProcessing and Speech Tools for Italian. Final Workshop (EVALITA 2023), Parma, Italy, September 7th-8th, 2023
      CEUR-WS.org
      EVALITA 2023 (Parma) September 7th-8th 2023
      Vol.3473 pp.7

  53. I Refuse if You Let Me: Studying User Behavior with Privacy Banners at Scale
      Proceeding
      

      Jha, Nikhil; Trevisan, Martino; Mellia, Marco; Irarrazaval, Rodrigo; Fernandez, Daniel
      In: Network Traffic Measurement and Analysis conference
      IEEE
      2023 7th Network Traffic Measurement and Analysis Conference (TMA) (Naples (Italy)) 26-29 June 2023
      pp.9 (pp.1-9) ISBN:9783903176584 DOI:10.23919/TMA58422.2023.10198936

  54. Lorentz-invariant augmentation for high-energy physics
      Proceeding
      

      Monaco, Simone; Barresi, Sebastiano; Apiletti, Daniele
      COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
      In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases
      Springer (SVIZZERA)
      European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (Turin (ITA)) September 18-22 2023
      ISSN:1865-0937

  55. A Multimodal Supervised Machine Learning Approach for Satellite-based Wildfire Identification in Europe
      Proceeding
      

      Urbanelli, Angelica; Barco, Luca; Arnaudo, Edoardo; Rossi, Claudio
      In: Proceedings of the IEEE International Symposium on Geoscience and Remote Sensing
      IEEE
      2023 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS 2023) (Pasadena (USA)) 16 - 21 July, 2023
      pp.4 (pp.608-611) ISBN:9798350320107 DOI:10.1109/IGARSS52108.2023.10282227

  56. Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery
      Proceeding
      

      Galatola, Marco; Arnaudo, Edoardo; Barco, Luca; Rossi, Claudio; Dominici, Fabrizio
      In: Proceedings of the IEEE International Symposium on Geoscience and Remote Sensing
      IEEE
      2023 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS 2023) (Pasadena (USA)) 16 - 21 July, 2023
      pp.4 (pp.6952-6955) ISBN:9798350320107 DOI:10.1109/IGARSS52108.2023.10281933

  57. i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis
      Article
      

      Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario
      ACM TRANSACTIONS ON INTERNET TECHNOLOGY
      ACM Association for computer machinery
      Vol.23 pp.28 (pp.1-28) ISSN:1533-5399 DOI:10.1145/3595378

  58. CaBuAr: California burned areas dataset for delineation [Software and Data Sets]
      Article
      

      Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo
      IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
      IEEE
      Vol.11 pp.8 (pp.106-113) ISSN:2168-6831 DOI:10.1109/MGRS.2023.3292467

  59. ITALIC: An Italian Intent Classification Dataset
      Proceeding
      

      Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena
      In: Proc. INTERSPEECH 2023
      ISCA
      INTERSPEECH 2023 (Dublin (Ireland)) 20 August - 24 August 2023
      pp.5 (pp.2153-2157) DOI:10.21437/Interspeech.2023-1980

  60. Lost in Translation: AI-based Generator of Cross-Language Sound-Squatting
      Proceeding
      

      Valentim, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico
      In: Titolo volume non avvalorato
      IEEE
      2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Delft, Netherlands) 2-7 July 2023
      pp.8 (pp.513-520) ISBN:9798350327205 DOI:10.1109/EuroSPW59978.2023.00063

  61. PACMNET V1, N1, June 2023 Editorial
      Article
      

      Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
      THE PROCEEDINGS OF THE ACM ON NETWORKING
      Association for Computing Machinery
      Vol.1 pp.1 ISSN:2834-5509 DOI:10.1145/3595287

  62. Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?
      Article
      

      Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo
      ACM TRANSACTIONS ON INTERNET TECHNOLOGY
      ACM
      Vol.23 pp.22 (pp.1-22) ISSN:1533-5399 DOI:10.1145/3570726

  63. Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition
      Article
      

      Cagliero, L; Fior, J; Garza, P
      EXPERT SYSTEMS WITH APPLICATIONS
      PERGAMON-ELSEVIER SCIENCE
      Vol.216 pp.15 ISSN:0957-4174 DOI:10.1016/j.eswa.2022.119493

  64. Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources
      Proceeding
      

      Speciale, A.; Vallero, G.; Vassio, L.; Mellia, M.
      CEUR WORKSHOP PROCEEDINGS
      In: 7th International workshop on Data Analytics solutions for Real-LIfe APplications
      Schloss Dagstuhl-Leibniz-Zentrum für Informatik
      7th International workshop on Data Analytics solutions for Real-LIfe APplications (Ioannina, Greece)) March 28-March 31, 2023
      Vol.3379 pp.9 ISSN:1613-0073

  65. Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes
      Article
      

      Soro, Francesca; Favale, Thomas; Giordano, Danilo; Drago, Idilio; Rescio, Tommaso; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.20 pp.14 (pp.5012-5025) ISSN:1932-4537 DOI:10.1109/TNSM.2023.3267671

  66. Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach
      Proceeding
      

      Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of 7th International workshop on Data Analytics solutions for Real-LIfe APplications
      CEUR
      Data Analytics solutions for Real-LIfe APplications (DARLI-AP) (Ioannina (Greece)) March 28-31, 2023
      Vol.3379 pp.8 ISSN:1613-0073

  67. Designing Logic Tensor Networks for Visual Sudoku puzzle classification
      Proceeding
      

      Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; Delrio, Federico; DI GIACOMO, Giuseppe; Eiraudo, Simone; Ghione, Giorgia; Giudice, Rocco; Koudounas, Alkis; Piano, Luca; REGE CAMBRIN, Daniele; Risso, Matteo; Rondina, Marco; Russo, ALESSANDRO SEBASTIAN; Russo, Marco; Taioli, Francesco; Vaiani, Lorenzo; Vercellino, Chiara
      CEUR WORKSHOP PROCEEDINGS
      In: 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023)
      CEUR
      17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023) (Certosa di Pontignano, Siena (Italia)) July 3-5, 2023
      Vol.3432 pp.10 (pp.223-232) ISSN:1613-0073

  68. Training physics-informed neural networks: One learning to rule them all?
      Article
      

      Monaco, Simone; Apiletti, Daniele
      RESULTS IN ENGINEERING
      Elsevier
      Vol.18 pp.9 ISSN:2590-1230 DOI:10.1016/j.rineng.2023.101023

  69. Exploring Subgroup Performance In End-to-End Speech Models
      Proceeding
      

      Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele
      In: 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
      IEEE
      2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Rhodes Island (Greece)) 4-10 June 2023
      pp.5 (pp.1-5) ISBN:9781728163277 DOI:10.1109/ICASSP49357.2023.10095284

  70. A Hierarchical Approach to Anomalous Subgroup Discovery
      Proceeding
      

      Pastor, Eliana; Baralis, Elena; de Alfaro, Luca
      In: 39th IEEE International Conference on Data Engineering, ICDE 2023
      IEEE
      39th IEEE International Conference on Data Engineering (ICDE 2023) (Anaheim, California (USA)) April 3–7, 2023
      pp.13 (pp.2647-2659) ISBN:9798350322279 DOI:10.1109/ICDE55515.2023.00203

  71. ferret: a Framework for Benchmarking Explainers on Transformers
      Proceeding
      

      Attanasio, Giuseppe; Pastor, Eliana; Di Bonaventura, Chiara; Nozza, Debora
      In: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations
      Association for Computational Linguistics
      European Chapter of the Association for Computational Linguistics (Dubrovnik, Croatia) 2-6 May, 2023
      pp.11 (pp.256-266)

  72. 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance
      Proceeding
      

      Cavallo, Andrea; Grohnfeldt, Claas; Russo, Michele; Lovisotto, Giulio; Vassio, Luca
      In: 3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023
      Arxiv
      3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023 (Washington DC, USa)
      pp.6

  73. Early portfolio pruning: a scalable approach to hybrid portfolio selection
      Article
      

      Gioia, Daniele G.; Fior, Jacopo; Cagliero, Luca
      KNOWLEDGE AND INFORMATION SYSTEMS
      Springer
      pp.24 ISSN:0219-1377 DOI:10.1007/s10115-023-01832-7

  74. BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization
      Article
      

      LA QUATRA, Moreno; Cagliero, Luca
      FUTURE INTERNET
      MDPI
      Vol.15 pp.13 (pp.1-13) ISSN:1999-5903 DOI:10.3390/fi15010015

  75. Density-based Clustering by Means of Bridge Point Identification
      Article
      

      Colomba, Luca; Cagliero, Luca; Garza, Paolo
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Press
      Vol.35 pp.14 (pp.11274-11287) ISSN:1041-4347 DOI:10.1109/TKDE.2022.3232315

  76. Practical anonymization for data streams: z-anonymity and relation with k-anonymity
      Article
      

      Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco
      PERFORMANCE EVALUATION
      Elsevier
      Vol.159 pp.17 ISSN:0166-5316 DOI:10.1016/j.peva.2022.102329

  77. Learning industrial vehicles’ duty patterns: A real case
      Article
      

      Buccafusco, Silvia; Cagliero, Luca; Megaro, Andrea; Vaccarino, Francesco; Loti, Riccardo; Salvatori, Lucia
      COMPUTERS IN INDUSTRY
      Elsevier
      Vol.145 pp.15 (pp.1-15) ISSN:0166-3615 DOI:10.1016/j.compind.2022.103826

  78. Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems
      Article
      

      Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco
      INFORMATION SCIENCES
      Elsevier
      Vol.621 pp.17 (pp.545-561) ISSN:0020-0255 DOI:10.1016/j.ins.2022.11.116

  79. URLGEN – Towards Automatic URL Generation Using GANs
      Article
      

      Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.20 pp.13 (pp.3734-3746) ISSN:1932-4537 DOI:10.1109/TNSM.2022.3225311

  80. Movie Lens: Discovering and Characterizing Editing Patterns in the Analysis of Short Movie Sequences
      Proceeding
      

      Vacchetti, Bartolomeo; Cerquitelli, Tania
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Computer Vision – ECCV 2022 Workshops
      Springer
      17th European Conference on Computer Vision (ECCV 2022) (Tel-Aviv) 23-27 Ottobre 2022
      Vol.13804 pp.16 (pp.660-675) ISSN:1611-3349 ISBN:9783031250682 DOI:10.1007/978-3-031-25069-9_42

  81. Vision Transformers for Burned Area Delineation
      Proceeding
      

      Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo
      In: CEUR Workshop Proceedings
      CEUR-WS
      MACLEAN: MAChine Learning for EArth ObservatioN (workshop @ECML/PKDD2022) (Grenoble (FR)) 19/09/2022
      Vol.3343 pp.11

  2022

  1. Epidemic dreams: dreaming about health during the COVID-19 pandemic
     Article
     

     Šćepanović, Sanja; Aiello, Luca Maria; Barrett, Deirdre; Quercia, Daniele
     ROYAL SOCIETY OPEN SCIENCE
     Royal Society Publishing
     Vol.9 pp.12 ISSN:2054-5703 DOI:10.1098/rsos.211080

  2. Predicting Meeting Success With Nuanced Emotions
     Article
     

     Zhou, Ke; Constantinides, Marios; Joglekar, Sagar; Quercia, Daniele
     IEEE PERVASIVE COMPUTING
     Institute of Electrical and Electronics Engineers
     Vol.21 pp.9 (pp.51-59) ISSN:1536-1268 DOI:10.1109/mprv.2022.3145047

  3. Visualizing Internal Sustainability Efforts in Big Companies
     Article
     

     Ceccarini, Chiara; Bogucka, Edyta Paulina; Sen, Indira; Constantinides, Marios; Prandi, Catia; Quercia, Daniele
     IEEE COMPUTER GRAPHICS AND APPLICATIONS
     IEEE Computer Society
     Vol.42 pp.12 (pp.87-98) ISSN:0272-1716 DOI:10.1109/mcg.2022.3163063

  4. The Future of Hybrid Meetings
     Proceeding
     

     Constantinides, Marios; Quercia, Daniele
     In: CHIWORK '22: Proceedings of the 1st Annual Meeting of the Symposium on Human-Computer Interaction for Work
     Association for Computing Machinery
     1st Annual Meeting of the Symposium on Human-Computer Interaction for Work, CHIWORK 2022 (Durham NH (USA)) June 8 - 9, 2022
     pp.6 (pp.1-6) ISBN:9781450396554 DOI:10.1145/3533406.3533415

  5. Multidimensional tie strength and economic development
     Article
     

     Aiello, Luca Maria; Joglekar, Sagar; Quercia, Daniele
     SCIENTIFIC REPORTS
     Nature Research
     Vol.12 pp.11 ISSN:2045-2322 DOI:10.1038/s41598-022-26245-4

  6. Depression at Work: Exploring Depression in Major US Companies from Online Reviews
     Article
     

     Sen, Indira; Quercia, Daniele; Constantinides, Marios; Montecchi, Matteo; Capra, Licia; Scepanovic, Sanja; Bianchi, Renzo
     PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
     Association for Computing Machinery
     Vol.6 pp.21 (pp.1-21) ISSN:2573-0142 DOI:10.1145/3555539

  7. Il dibattito degli esperti sul Covid-19: sintomi di decivilizzazione
     Article
     

     Tipaldo, Giuseppe; Rocutto, Sara; Merlo, Carlotta; Bruno, Fabio
     QUADERNI DI SOCIOLOGIA
     Rosenberg & Sellier
     Vol.89 pp.35 (pp.47-81) ISSN:2421-5848 DOI:10.4000/qds.4976

  8. Designing a socioeconomic impact framework for megaprojects
     Book chapter
     

     Corazza, Laura; Tipaldo, Giuseppe; Torchia, Daniel; Cottafava, Dario
     Il valore della sostenibilità. Dinamiche di rilevazione e rendicontazione Atti workshop sulla sostenibiltà
     Vita e Pensiero - Pubblicazioni dell’Università Cattolica del Sacro Cuore
     pp.12 (pp.1-12) ISBN:9788834351208

  9. Considering the social and economic implications of infrastructure megaprojects: theoretical contributions, practical challenges and managerial implications
     Book chapter
     

     Corazza, Laura; Torchia, Daniel; Cottafava, Dario; Tipaldo, Giuseppe
     The Impact of Corporate Social Responsibility. Corporate Activities, the Environment and Society
     Routledge
     pp.27 (pp.134-160) ISBN:9781032021881

  10. «Hands off the olive trees!»: the epistemic war in the Xylella fastidiosa epidemic in Italy. A Computer-Assisted Text Analysis of User-generated content on social media
      Article
      

      Tipaldo, Giuseppe; Bruno, Fabio; Rocutto, Sara
      CAMBIO
      Università di Firenze
      Vol.11 pp.19 (pp.131-149) ISSN:2239-1118 DOI:10.36253/cambio-12308

  11. Promoting equity, diversity and inclusion: policies, strategies and future directions in higher education, research communities and business
      Proceeding
      

      Vargas-Solar, G.; Cerquitelli, T.; Montorsi, A.; Salvai, S.; Sangineti, M. T.; Darmont, J.; Favre, C.
      In: 2022 IEEE International Conference on Big Data (Big Data)
      IEEE
      IEEE International Conference on Big Data (Osaka (JPN)) December 17-20, 2022
      pp.9 (pp.4710-4718) ISBN:9781665480451 DOI:10.1109/BigData55660.2022.10020621

  12. Legal Entity Disambiguation for Financial Crime Detection
      Proceeding
      

      Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario
      In: 2022 IEEE International Conference on Big Data (Big Data)
      IEEE
      2022 IEEE International Conference on Big Data (Big Data) (Osaka, Japan) 17-20 December 2022
      pp.3 (pp.6639-6641) ISBN:9781665480451 DOI:10.1109/BigData55660.2022.10020700

  13. On using pretext tasks to learn representations from network logs
      Proceeding
      

      Boffa, M.; Vassio, L.; Mellia, M.; Drago, I.; Milan, G.; Houidi, Z. B.; Rossi, D.
      In: NativeNi '22: Proceedings of the 1st International Workshop on Native Network Intelligence
      ACM
      NativeNi '22: 1st International Workshop on Native Network Intelligence (Roma, Italy) 9 December 2022
      pp.6 (pp.21-26) ISBN:9781450398879 DOI:10.1145/3565009.3569522

  14. User Value in Modern Payment Platforms: A Graph Approach
      Proceeding
      

      Arditti, Laura; Trevisan, Martino; Vassio, Luca; Lazzari, Alberto De; Danese, Alberto
      In: 2022 IEEE International Conference on Data Mining Workshops (ICDMW)
      IEEE
      2022 IEEE International Conference on Data Mining Workshops (ICDMW) (Orlando, Florida) 28 November - 1 December 2022
      pp.8 (pp.71-78) ISBN:9798350346091 DOI:10.1109/ICDMW58026.2022.00018

  15. Disentangling the Information Flood on OSNs: Finding Notable Posts and Topics
      Proceeding
      

      Caso, Paola; Trevisan, Martino; Vassio, Luca
      In: 2022 IEEE International Conference on Data Mining Workshops (ICDMW)
      IEEE
      2022 IEEE International Conference on Data Mining Workshops (ICDMW) (Orlando, Florida (USA)) 28 November 2022 - 01 December 2022
      pp.8 (pp.1168-1175) ISBN:9798350346091 DOI:10.1109/ICDMW58026.2022.00152

  16. Physical and mental health of university staff during the Covid-19 pandemic
      Proceeding
      

      Colombelli, Alessandra; Temporin, Greta; Serraino, Francesco; Cerquitelli, Tania
      In: 2022 IEEE International Conference on Big Data (Big Data) - Proceedings
      IEEE
      2022 IEEE International Conference on Big Data (Big Data) (Osaka (Japan)) 17-20 December 2022
      pp.7 (pp.4674-4680) DOI:10.1109/BigData55660.2022.10020272

  17. La costruzione di un progetto di conoscenza storica in ambiente digitale. L’Atlante dei palazzi comunali e dei luoghi del potere collettivo nel Medioevo
      Article
      

      Longhi, Andrea; Carannante, Arianna; Chiusano, Silvia; Fiori, Alessandro
      ATTI E RASSEGNA TECNICA
      Società degli Ingegneri e degli Architetti in Torino
      Vol.LXXVI pp.8 (pp.158-165) ISSN:0004-7287

  18. MNEMONIC: atlante digitale della memoria del presente. Il patrimonio culturale e naturale nell’Italia in lockdown
      Book chapter
      

      Tamborrino, Rosa Rita Maria; BONINI BARALDI, Sara; Chiusano, SILVIA ANNA; Cuneo, Cristina; Longhi, Andrea; Rinaldi, BIANCA MARIA; Salizzoni, EMMA PAOLA GERMANA; Dinler, Mesut; Mezzalama, GIULIA MARIA; Aliakbari, Farzaneh; Urgese, Gianvito; Aliberti, Alessandro
      Il valore del patrimonio. Studi per Giulio Mondini
      All’Insegna del Giglio s.a.s (ITALIA)
      Vol.Il valore del patrimonio. Studi per Giulio Mondini pp.10 (pp.203-212) ISBN:9788892851573 DOI:10.36153/heredium03-022

  19. Semantic Image Collection Summarization with Frequent Subgraph Mining
      Article
      

      Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA
      IEEE ACCESS
      IEEE
      Vol.10 pp.18 (pp.131747-131764) ISSN:2169-3536 DOI:10.1109/ACCESS.2022.3229654

  20. Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization
      Proceeding
      

      Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco
      In: 6th International Conference on Smart Grid and Smart Cities (ICSGSC)
      IEEE
      6th International Conference on Smart Grid and Smart Cities (ICSGSC) 22-24 October 2022
      pp.7 (pp.48-54) ISBN:9781665487832 DOI:10.1109/ICSGSC56353.2022.9963018

  21. Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings
      Edited by
      

      Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert
      LECTURE NOTES IN COMPUTER SCIENCE
      Springer
      Vol.13389 pp.408 ISSN:0302-9743 ISBN:9783031157394 DOI:10.1007/978-3-031-15740-0

  22. New Trends in Database and Information Systems - ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022, Proceedings
      Edited by
      

      Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert; Norvaag, Kjetil; Catania, Barbara; Vargas-Solar, Genoveva; Zumpano, Ester
      COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
      Springer
      Vol.1652 pp.668 ISSN:1865-0937 ISBN:9783031157424 DOI:10.1007/978-3-031-15743-1

  23. Diversity and Inclusion Activities in Database Conferences: A 2021 Report
      Article
      

      Amer-Yahia, Sihem; Amsterdamer, Yael; Bhowmick, Sourav S.; Bonifati, Angela; Bonnet, Philippe; Borovica-Gajic, Renata; Catania, Barbara; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Chrysanthis, Panos K.; Curino, Carlo; Darmont, J('(e))r(^(o))me; El Abbadi, Amr; Floratou, Avrilia; Freire, Juliana; Jindal, Alekh; Kalogeraki, Vana; Koutrika, Georgia; Kumar, Arun; Maiyya, Sujaya; Meliou, Alexra; Mohanty, Madhulika; Naumann, Felix; Sina Noack, Nele; Ozcan, Fatma; Peterfreund, Liat; Rahayu, Wenny; Tan, Wang-Chiew; Tian, Yuanyuan; Tozun, Pinar; Vargas-Solar, Genoveva; Yadwadkar, Neeraja J.; Zhang, Meihui
      SIGMOD RECORD
      ACM
      Vol.51 pp.5 (pp.69-73) ISSN:1943-5835 DOI:10.1145/3552490.3552510

  24. A first look at starlink performance
      Proceeding
      

      Michel, François; Trevisan, Martino; Giordano, Danilo; Bonaventure, Olivier
      In: IMC '22: Proceedings of the 22nd ACM Internet Measurement Conference
      ACM
      Internet Measurement Conference (IMC) (Nizza (FRA)) 25-27 Ottobre 2022
      pp.7 (pp.130-136) ISBN:9781450392594 DOI:10.1145/3517745.3561416

  25. When satellite is all you have: watching the internet from 550 ms
      Proceeding
      

      Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco
      In: IMC '22: Proceedings of the 22nd ACM Internet Measurement Conference
      ACM
      Internet Measurement Conference (IMC) (Nice (FRA)) OCT 25-27, 2022
      pp.14 (pp.137-150) ISBN:9781450392594 DOI:10.1145/3517745.3561432

  26. iDREAM: a multidisciplinary methodology and integrated toolset for flight vehicle engineering
      Proceeding
      

      Fusaro, Roberta; Viola, Nicole; Narducci, Giuseppe; Governale, Giuseppe; Rimani, Jasmine; Ferretto, Davide; Chiusano, Silvia; Fiori, Alessandro; Cohen, Orr; Dupuy, Eva-Marie
      In: Proceedings of the International Astronautical Congress
      International Astronautical Federation
      The 73rd International Astronautical Congress (Parigi) Settembre 2022
      pp.15

  27. Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies
      Proceeding
      

      Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
      In: IEEE International Conference Application of Information and Communication Technologies
      IEEE
      IEEE International Conference Application of Information and Communication Technologies (Washington DC (USA)) 12-14 October 2022
      pp.6 DOI:10.1109/AICT55583.2022.10013574

  28. RECLAIM: Reverse Engineering Classification Metrics
      Proceeding
      

      Giobergia, Flavio; Baralis, Elena
      In: 2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
      IEEE
      IEEE International Conference on AI and Knowledge Engineering (19-21 September 2022) Laguna Hills, CA (USA)
      pp.8 (pp.106-113) DOI:10.1109/AIKE55402.2022.00024

  29. On network backbone extraction for modeling online collective behavior
      Article
      

      Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; Almeida, Jussara M.
      PLOS ONE
      PLOS
      Vol.17 pp.36 ISSN:1932-6203 DOI:10.1371/journal.pone.0274218

  30. A risk-aware approach to stock portfolio allocation based on Deep Q-Networks
      Proceeding
      

      Fior, Jacopo; Cagliero, Luca
      In: 2022 IEEE 16th International Conference on Application of Information and Communication Technologies (AICT)
      IEEE
      International Conference on Application of Information and Communication Technologies (AICT) (Washington DC (USA)) 12-14 October 2022
      pp.5 ISBN:9781665451628 DOI:10.1109/AICT55583.2022.10013578

  31. Generating Comparative Explanations of Financial Time Series
      Proceeding
      

      Fior, Jacopo; Cagliero, Luca; Calo', Tommaso
      LECTURE NOTES IN ARTIFICIAL INTELLIGENCE
      In: Advances in Databases and Information System
      Springer
      ADBIS: European Conference on Advances in Databases and Information Systems (Turin (Italy)) September 5–8, 2022
      Vol.13389 pp.12 (pp.121-132) ISBN:9783031157394 DOI:10.1007/978-3-031-15740-0_10

  32. Leveraging Explainable AI to Support Cryptocurrency Investors
      Article
      

      Fior, Jacopo; Cagliero, Luca; Garza, Paolo
      FUTURE INTERNET
      MDPI
      Vol.14 pp.19 ISSN:1999-5903 DOI:10.3390/fi14090251

  33. Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model
      Article
      

      Fior, J; Cagliero, L
      IEEE ACCESS
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.10 pp.14 (pp.73005-73018) ISSN:2169-3536 DOI:10.1109/ACCESS.2022.3190399

  34. Automatic Inference of Taxonomy Relationships Among Legal Documents
      Proceeding
      

      Benedetto, Irene; Cagliero, Luca; Tarasconi, Francesco
      COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
      In: New Trends in Database and Information Systems
      Springer (SVIZZERA)
      ADBIS 2022 26th European Conference on Advances in Databases and Information Systems (Torino (IT)) SEPTEMBER 5-8 2022
      Vol.1652 pp.10 (pp.24-33) ISSN:1865-0929 ISBN:9783031157424 DOI:10.1007/978-3-031-15743-1_3

  35. Theory-Guided Deep Learning Algorithms: An Experimental Evaluation
      Article
      

      Monaco, Simone; Apiletti, Daniele; Malnati, Giovanni
      ELECTRONICS
      MDPI
      Vol.11 pp.11 ISSN:2079-9292 DOI:10.3390/electronics11182850

  36. How Much Attention Should we Pay to Mosquitoes?
      Proceeding
      

      Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA
      In: MM '22: Proceedings of the 30th ACM International Conference on Multimedia
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      Computational Paralinguistics ChallengE 2022 (ComParE 2022) (Lisbon (PT)) October 10-14, 2022
      pp.5 (pp.7135-7139) ISBN:9781450392037 DOI:10.1145/3503161.3551594

  37. Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers’ Genders
      Proceeding
      

      Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA
      In: MuSe' 22: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      Multimodal Sentiment Analysis Challenge (MuSe 2022) (Lisbon (PT)) October 10 2022
      pp.6 (pp.89-94) DOI:10.1145/3551876.3554801

  38. ViPER: Video-based Perceiver for Emotion Recognition
      Proceeding
      

      Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo
      In: Proceedings of the 3rd on Multimodal Sentiment Analysis Challenge (MuSe 2022)
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      Multimodal Sentiment Analysis Challenge (MuSe 2022) (Lisbon (PT)) October 10-15, 2022
      pp.7 (pp.67-73) DOI:10.1145/3551876.3554806

  39. JRLV at SemEval-2022 Task 5: The Importance of Visual Elements for Misogyny Identification in Memes
      Proceeding
      

      Ravagli, Jason; Vaiani, Lorenzo
      In: Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)
      Association for Computational Linguistics (STATI UNITI D'AMERICA)
      International Workshop on Semantic Evaluation (SemEval-2022) (Seattle (USA)) July 10–15, 2022
      pp.8 (pp.610-617) DOI:10.18653/v1/2022.semeval-1.84

  40. Mining SpatioTemporally Invariant Patterns
      Proceeding
      

      Colomba, Luca; Cagliero, Luca; Garza, Paolo
      In: SIGSPATIAL '22: Proceedings of the 30th International Conference on Advances in Geographic Information Systems
      ACM
      International Conference on Advances in Geographic Information Systems (SIGSPATIAL) 2022 (Seattle, Washington (USA)) 01/11/2022 - 04/11/2022
      pp.4 ISBN:9781450395298 DOI:10.1145/3557915.3560998

  41. A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery
      Proceeding
      

      Colomba, Luca; Farasin, Alessandro; Monaco, Simone; Greco, Salvatore; Garza, Paolo; Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania
      In: Titolo volume non avvalorato
      ACM Press
      International Conference on Information and Knowledge Management (CIKM) 2022 (Atlanta (Georgia, USA)) 17/10/2022 - 21/10/2022
      pp.5 (pp.3893-3897) ISBN:9781450392365 DOI:10.1145/3511808.3557528

  42. Leveraging summarization techniques in educational technology systems
      Proceeding
      

      Benedetto, Irene; Canale, Lorenzo; Farinetti, Laura; Cagliero, Luca; La Quatra, Moreno
      In: 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC)
      IEEE
      2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC) 27 June 2022 - 01 July 2022
      pp.2 (pp.415-416) ISBN:9781665488105 DOI:10.1109/COMPSAC54236.2022.00068

  43. Experimental Comparison of Theory-Guided Deep Learning Algorithms
      Proceeding
      

      Monaco, Simone; Apiletti, Daniele
      COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
      In: ADBIS 2022: New Trends in Database and Information Systems
      Springer
      European Conference on Advances in Databases and Information Systems (ADBIS 2022) (Torino) September 5-8 2022
      Vol.1652 pp.10 (pp.256-265) ISSN:1865-0929 ISBN:9783031157424 DOI:10.1007/978-3-031-15743-1_24

  44. Microlauncher design, cost estimation and technology roadmaps
      Proceeding
      

      Narducci, Giuseppe; Governale, Giuseppe; Viola, Nicole; Rimani, Jasmine; Fusaro, Roberta; Ferretto, Davide; Chiusano, SILVIA ANNA; Fiori, Alessandro; Cohen, Orr; Dupuy, Eva-Marie
      In: Titolo volume non avvalorato
      European Space Agency
      The 2nd International Conference on Flight Vehicles, Aerothermodynamics and Re-entry Missions Engineering
      

  45. Human lunar lander system design, cost estimation and technology roadmaps
      Proceeding
      

      Chirulli, Donato; Narducci, Giuseppe; Governale, Giuseppe; Viola, Nicole; Rimani, Jasmine; Fusaro, Roberta; Ferretto, Davide; Chiusano, SILVIA ANNA; Fiori, Alessandro; Cohen, Orr; Dupuy, Eva-Marie
      In: Titolo volume non avvalorato
      European Space Agency
      The 2nd International Conference on Flight Vehicles, Aerothermodynamics and Re-entry Missions Engineering (Heilbroon)
      

  46. The Internet with Privacy Policies: Measuring The Web Upon Consent
      Article
      

      Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco
      ACM TRANSACTIONS ON THE WEB
      ACM
      Vol.16 pp.24 ISSN:1559-1131 DOI:10.1145/3555352

  47. Mining and modelling temporal dynamics of followers' engagement on online social networks
      Article
      

      Vassio, Luca; Garetto, Michele; Leonardi, Emilio; Chiasserini, Carla Fabiana
      SOCIAL NETWORK ANALYSIS AND MINING
      SPRINGER
      Vol.12 pp.17 ISSN:1869-5450 DOI:10.1007/s13278-022-00928-2

  48. Summarising Multilingual Documents: The Unexpressed Potential of Deep Natural Language Processing
      Book chapter
      

      Cagliero, Luca
      Contracting and Contract Law in the Age of Artificial Intelligence
      Hart Publishing - Bloomsbury (REGNO UNITO DI GRAN BRETAGNA)
      pp.18 (pp.181-198) ISBN:9781509950683

  49. AI-based Sound-Squatting Attack Made Possible
      Proceeding
      

      Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco
      In: Titolo volume non avvalorato
      IEEE
      2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Genoa, Italy) 06-10 June 2022
      pp.6 (pp.448-453) ISBN:9781665495608 DOI:10.1109/EuroSPW55150.2022.00053

  50. Real-Time Classification of Real-Time Communications
      Article
      

      Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.19 pp.15 (pp.4676-4690) ISSN:1932-4537 DOI:10.1109/TNSM.2022.3189628

  51. Transformer-based highlights extraction from scientific papers
      Article
      

      LA QUATRA, Moreno; Cagliero, Luca
      KNOWLEDGE-BASED SYSTEMS
      Elsevier
      Vol.252 pp.9 ISSN:1872-7409 DOI:10.1016/j.knosys.2022.109382

  52. What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring
      Proceeding
      

      Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco
      In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
      IEEE
      2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Genoa, Italy) 06-10 June 2022
      pp.7 (pp.307-313) ISBN:9781665495608 DOI:10.1109/EuroSPW55150.2022.00037

  53. Message from the organizers of WAIN
      Article
      

      Vassio, L.; Giordano, D.; Kim, J.; Crowcroft, J.
      PERFORMANCE EVALUATION REVIEW
      Association for Computing Machinery
      Vol.49 pp.1 ISSN:0163-5999 DOI:10.1145/3543146.3543167

  54. Towards NLP-based Processing of Honeypot Logs
      Proceeding
      

      Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied
      In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
      IEEE
      2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Genoa, Italy) 06-10 June 2022
      pp.8 (pp.314-321) ISBN:9781665495608 DOI:10.1109/EuroSPW55150.2022.00038

  55. A PIMS Development Kit for New Personal Data Platforms
      Article
      

      Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Traverso, Stefano; Garcia-Recuero, Alvaro; Laoutaris, Nikolaos; Mehrjoo, Amir; Azcoitia, Santiago Andres; Rumin, Ruben Cuevas; Katevas, Kleomenis; Papadopoulos, Panagiotis; Kourtellis, Nicolas; Gonzalez, Roberto; Olivares, Xavi; Kalatzantonakis-Jullien, George-Marios
      IEEE INTERNET COMPUTING
      IEEE
      Vol.26 pp.6 (pp.79-84) ISSN:1089-7801 DOI:10.1109/MIC.2022.3157356

  56. Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach
      Article
      

      Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo
      IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
      IEEE
      Vol.23 pp.12 (pp.21216-21227) ISSN:1524-9050 DOI:10.1109/TITS.2022.3182569

  57. Leveraging the momentum effect in machine learning-based cryptocurrency trading
      Article
      

      Bellocca, Gian Pietro; Attanasio, Giuseppe; Cagliero, Luca; Fior, Jacopo
      MACHINE LEARNING WITH APPLICATIONS
      Elsevier
      Vol.8 pp.7 ISSN:2666-8270 DOI:10.1016/j.mlwa.2022.100310

  58. L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive : le projet EMIMIC
      Proceeding
      

      Raus, Rachele; Tonti, Michela; Cerquitelli, Tania; Cagliero, Luca; Attanasio, Giuseppe; La Quatra, Moreno; Greco, Salvatore
      SHS WEB OF CONFERENCES
      In: Titolo volume non avvalorato
      EDP Sciences
      8e Congrès Mondial de Linguistique Française
      Vol.138 ISSN:2261-2424 DOI:10.1051/shsconf/202213801007

  59. Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection
      Proceeding
      

      Attanasio, Giuseppe; Nozza, Debora; Pastor, Eliana; Hovy, Dirk
      In: Proceedings of NLP Power! The First Workshop on Efficient Benchmarking in NLP
      Association for Computational Linguistics
      Association for Computational Linguistics
      pp.13 (pp.100-112) DOI:10.18653/v1/2022.nlppower-1.11

  60. Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
      Proceeding
      

      Attanasio, Giuseppe; Nozza, Debora; Hovy, Dirk; Baralis, Elena
      In: Findings of the Association for Computational Linguistics: ACL 2022
      Association for Computational Linguistics
      Association for Computational Linguistics
      pp.15 (pp.1105-1119) DOI:10.18653/v1/2022.findings-acl.88

  61. Cinematographic Shot Classification with Deep Ensemble Learning
      Article
      

      Vacchetti, B.; Cerquitelli, T.
      ELECTRONICS
      MDPI
      Vol.11 pp.18 ISSN:2079-9292 DOI:10.3390/electronics11101570

  62. Understanding mobility in networks
      Article
      

      Barros, Matheus F. C.; Ferreira, Carlos H. G.; Junior, Lourenco A. P.; Mellia, Marco; Almeida, Jussara M.; dos Santos, Bruno Pereira
      PERFORMANCE EVALUATION REVIEW
      ACM
      Vol.49 pp.7 (pp.124-130) ISSN:0163-5999 DOI:10.1145/3543146.3543173

  63. Simplifying Text Mining Activities: Scalable and Self-Tuning Methodology for Topic Detection and Characterization
      Article
      

      DI CORSO, Evelina; Proto, Stefano; Vacchetti, Bartolomeo; Bethaz, Paolo; Cerquitelli, Tania
      APPLIED SCIENCES
      MDPI
      Vol.12 pp.41 ISSN:2076-3417 DOI:10.3390/app12105125

  64. Leveraging multimodal content for podcast summarization
      Proceeding
      

      Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo
      In: Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      ACM/SIGAPP Symposium on Applied Computing (Virtual, Online) April 25th 2022 - April 29th 2022
      pp.8 (pp.863-870) DOI:10.1145/3477314.3507106

  65. Trusting deep learning natural-language models via local and global explanations
      Article
      

      Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
      KNOWLEDGE AND INFORMATION SYSTEMS
      Springer
      Vol.64 pp.45 (pp.1863-1907) ISSN:0219-1377 DOI:10.1007/s10115-022-01690-9

  66. Exploring waste-collection fleet data: challenges in a real-world use case from multiple data providers
      Proceeding
      

      Monaco, Simone; Bethaz, Paolo; Apiletti, Daniele; Baldini, Fabrizio Pio; Caso, Carlo; Cerquitelli, Tania
      In: Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference
      EDBT/ICDT
      EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications (Edinburgh) March 29 - April 1, 2022
      pp.7

  67. Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology
      Proceeding
      

      Bethaz, Paolo; Vacchetti, Bartolomeo; Capitelli, Enrica; Nosenzo, Vladi; Chiosso, Luca; Cerquitelli, Tania
      In: Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference
      EDBT/ICDT
      EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications (Edinburgh, UK) 29th March-1st April, 2022
      

  68. Interpreting AI for Networking: Where We Are and Where We Are Going
      Article
      

      Zhang, Tianzhu; Qiu, Han; Mellia, Marco; Li, Yuanjie; Li, Hewu; Xu, Ke
      IEEE COMMUNICATIONS MAGAZINE
      IEEE
      Vol.60 pp.7 (pp.25-31) ISSN:0163-6804 DOI:10.1109/MCOM.001.2100736

  69. A first look at HTTP/3 adoption and performance
      Article
      

      Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio
      COMPUTER COMMUNICATIONS
      Elsevier
      Vol.187 pp.10 (pp.115-124) ISSN:0140-3664 DOI:10.1016/j.comcom.2022.02.005

  70. A Low-Cost Monitoring Platform and Visual Interface to Analyse Thermal Comfort in Smart Building Applications Using a Citizen–Scientist Strategy
      Article
      

      Chiesa, G.; Avignone, A.; Carluccio, T.
      ENERGIES
      MDPI
      Vol.15 pp.30 ISSN:1996-1073 DOI:10.3390/en15020564

  71. Retina: An open-source tool for flexible analysis of RTC traffic
      Article
      

      Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio
      COMPUTER NETWORKS
      Elsevier
      Vol.202 pp.5 ISSN:1389-1286 DOI:10.1016/j.comnet.2021.108637

  72. Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
      Article
      

      Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
      COMPUTERS IN INDUSTRY
      Elsevier
      Vol.134 pp.18 ISSN:0166-3615 DOI:10.1016/j.compind.2021.103554

  73. Measuring Roaming in Europe: Infrastructure and Implications on Users QoE
      Article
      

      Lutu, Andra; Trevisan, Martino; Safari Khatouni, Ali; Mandalari, Anna Maria; Custura, Ana; Mellia, Marco; Alay, Ozgu; Bagnulo, Marcelo; Bajpai, Vaibhav; Brunstrom, Anna; Ott, Jorg; Fairhurst, Godred
      IEEE TRANSACTIONS ON MOBILE COMPUTING
      IEEE
      Vol.21 pp.13 (pp.3687-3699) ISSN:1536-1233 DOI:10.1109/TMC.2021.3058787

  2021

  1. Humane Visual AI: Telling the Stories Behind a Medical Condition
     Article
     

     So, Wonyoung; Bogucka, Edyta P.; Šćepanović, Sanja; Joglekar, Sagar; Zhou, Ke; Quercia, Daniele
     IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
     IEEE Computer Society
     Vol.27 pp.11 (pp.678-688) ISSN:1077-2626 DOI:10.1109/tvcg.2020.3030391

  2. KAIROS: Talking Heads and Moving Bodies for Successful Meetings
     Proceeding
     

     Choi, Jun-Ho; Constantinides, Marios; Joglekar, Sagar; Quercia, Daniele
     In: HotMobile 2021 - Proceedings of the 22nd International Workshop on Mobile Computing Systems and Applications
     Association for Computing Machinery
     HotMobile '21: The 22nd International Workshop on Mobile Computing Systems and Applications (Virtual United Kingdom) February 24 - 26, 2021
     pp.7 (pp.30-36) ISBN:9781450383233 DOI:10.1145/3446382.3448361

  3. A data-driven approach for assessing biking safety in cities
     Article
     

     Daraei, Sara; Pelechrinis, Konstantinos; Quercia, Daniele
     EPJ DATA SCIENCE
     Springer Science and Business Media Deutschland
     Vol.10 pp.16 ISSN:2193-1127 DOI:10.1140/epjds/s13688-021-00265-y

  4. The Dreamcatcher: Interactive Storytelling of Dreams
     Article
     

     Bogucka, Edyta Paulina; Aseniero, Bon Adriel; Aiello, Luca Maria; Quercia, Daniele
     IEEE COMPUTER GRAPHICS AND APPLICATIONS
     IEEE Computer Society
     Vol.41 pp.8 (pp.105-112) ISSN:0272-1716 DOI:10.1109/mcg.2021.3068794

  5. Anticipatory Detection of Compulsive Body-focused Repetitive Behaviors with Wearables
     Proceeding
     

     Searle, Benjamin Lucas; Spathis, Dimitris; Constantinides, Marios; Quercia, Daniele; Mascolo, Cecilia
     In: MobileHCI '21: Proceedings of the 23rd International Conference on Mobile Human-Computer Interaction
     Association for Computing Machinery
     MobileHCI '21: 23rd International Conference on Mobile Human-Computer Interaction (Toulouse & Virtual France) 27 September - 1 October 2021
     pp.15 (pp.1-15) ISBN:9781450383288 DOI:10.1145/3447526.3472061

  6. Streetonomics: Quantifying culture using street names
     Article
     

     Bancilhon, Melanie; Constantinides, Marios; Bogucka, Edyta Paulina; Aiello, Luca Maria; Quercia, Daniele
     PLOS ONE
     Public Library of Science
     Vol.16 pp.16 ISSN:1932-6203 DOI:10.1371/journal.pone.0252869

  7. The Role of Different Types of Conversations for Meeting Success
     Article
     

     Zhou, Ke; Constantinides, Marios; Aiello, Luca Maria; Joglekar, Sagar; Quercia, Daniele
     IEEE PERVASIVE COMPUTING
     Institute of Electrical and Electronics Engineers
     Vol.20 pp.8 (pp.35-42) ISSN:1536-1268 DOI:10.1109/mprv.2021.3115879

  8. Imagine a Walkable City: Physical activity and urban imageability across 19 major cities
     Article
     

     Constantinides, Marios; Joglekar, Sagar; Šćepanović, Sanja; Quercia, Daniele
     EPJ DATA SCIENCE
     Springer Science and Business Media Deutschland
     Vol.10 pp.12 ISSN:2193-1127 DOI:10.1140/epjds/s13688-021-00313-7

  9. The Healthy States of America: Creating a Health Taxonomy with Social Media
     Proceeding
     

     Šćepanović, Sanja; Aiello, Luca Maria; Zhou, Ke; Joglekar, Sagar; Quercia, Daniele
     PROCEEDINGS OF THE ... INTERNATIONAL AAAI CONFERENCE ON WEBLOGS AND SOCIAL MEDIA
     In: Proceedings of the International AAAI Conference on Web and Social Media
     AAAI Press
     Fifteenth International AAAI Conference on Web and Social Media (ICWSM-21) (held virtually) June 7-10, 2021
     Vol.15 pp.12 (pp.621-632) ISSN:2334-0770 DOI:10.1609/icwsm.v15i1.18089

  10. The Language of Situational Empathy
      Article
      

      Zhou, Ke; Aiello, Luca Maria; Scepanovic, Sanja; Quercia, Daniele; Konrath, Sara
      PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
      Association for Computing Machinery
      Vol.5 pp.19 (pp.1-19) ISSN:2573-0142 DOI:10.1145/3449087

  11. Nowcasting Gentrification Using Airbnb Data
      Article
      

      Jain, Shomik; Proserpio, Davide; Quattrone, Giovanni; Quercia, Daniele
      PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
      Association for Computing Machinery
      Vol.5 pp.21 (pp.1-21) ISSN:2573-0142 DOI:10.1145/3449112

  12. Jane Jacobs in the Sky: Predicting Urban Vitality with Open Satellite Data
      Article
      

      Scepanovic, Sanja; Joglekar, Sagar; Law, Stephen; Quercia, Daniele
      PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
      Association for Computing Machinery
      Vol.5 pp.25 (pp.1-25) ISSN:2573-0142 DOI:10.1145/3449257

  13. Predicting urban innovation from the US Workforce Mobility Network
      Article
      

      Bonaventura, Moreno; Aiello, Luca Maria; Quercia, Daniele; Latora, Vito
      HUMANITIES AND SOCIAL SCIENCES COMMUNICATIONS
      Springer Nature
      Vol.8 pp.9 ISSN:2662-9992 DOI:10.1057/s41599-020-00685-7

  14. How epidemic psychology works on Twitter: evolution of responses to the COVID-19 pandemic in the U.S
      Article
      

      Aiello, Luca Maria; Quercia, Daniele; Zhou, Ke; Constantinides, Marios; Šćepanović, Sanja; Joglekar, Sagar
      HUMANITIES AND SOCIAL SCIENCES COMMUNICATIONS
      Springer Nature
      Vol.8 pp.15 ISSN:2662-9992 DOI:10.1057/s41599-021-00861-3

  15. Sotto i riflettori: una mappa della presenza delle sociologhe e dei sociologi italiani sui media nazionali
      Article
      

      Rocutto, Sara; Tipaldo, Giuseppe; Merlo, Carlotta
      QUADERNI DI SOCIOLOGIA
      Rosenberg & Sellier
      Vol.LXV pp.14 (pp.51-64) ISSN:2421-5848 DOI:10.4000/qds.4444

  16. Fake news e hate speech. I nodi per un’azione di policy efficace
      Article
      

      Scamuzzi, Sergio; Belluati, Marinella; Caielli, Mia; Cepernich, Cristopher; Patti, Viviana; Stecca, Stefania; Tipaldo, Giuseppe
      PROBLEMI DELL'INFORMAZIONE
      Il Mulino
      Vol.2021 pp.33 (pp.49-81) ISSN:0390-5195 DOI:10.1445/100129

  17. Virus, media e saperi esperti. Oltre la pseudoscienza
      Book chapter
      

      Tipaldo, Giuseppe
      BIBLIOTECA DI TESTI E STUDI
      L'emergenza Covid-19. Un laboratorio per le scienze sociali
      Carocci editore
      pp.17 (pp.85-101) ISSN:1724-1073 ISBN:9788829004782

  18. Identifying Biased Subgroups in Ranking and Classification
      Other
      

      Pastor, Eliana; de Alfaro, Luca; Baralis, ELENA MARIA
      DOI:10.48550/arxiv.2108.07450

  19. DS4ALL: All you need for democratizing data exploration and analysis
      Proceeding
      

      Bethaz, Paolo; Belhajjame, Khalid; Vargas-Solar, Genoveva; Cerquitelli, Tania
      In: Titolo volume non avvalorato
      IEEE
      2021 IEEE International Conference on Big Data (Big Data) (Orlando, FL, USA) 15-18 Dec. 2021
      pp.8 (pp.4235-4242) ISBN:9781665445993 DOI:10.1109/BigData52589.2021.9671883

  20. The stock exchange of influencers: a financial approach for studying fanbase variation trends
      Proceeding
      

      Bertone, Fabio; Vassio, Luca; Trevisan, Martino
      In: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
      ACM
      2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (Virtual Event, Netherlands) November 8–11, 2021
      pp.5 (pp.431-435) ISBN:9781450391283 DOI:10.1145/3487351.3488413

  21. Cyst segmentation on kidney tubules by means of U-Net deep-learning models
      Proceeding
      

      Monaco, Simone; Bussola, Nicole; Butto, Sara; Sona, Diego; Apiletti, Daniele; Jurman, Giuseppe; Viola, Elisa; Chierici, Marco; Xinaris, Christodoulos; Viola, Vincenzo
      In: 2021 IEEE International Conference on Big Data (Big Data)
      IEEE
      IEEE International Conference on Big Data 15-18 Dec. 2021
      pp.4 (pp.3923-3926) ISBN:9781665439022 DOI:10.1109/BigData52589.2021.9671669

  22. E-MIMIC: Empowering Multilingual Inclusive Communication
      Proceeding
      

      Attanasio, Giuseppe; Greco, Salvatore; LA QUATRA, Moreno; Cagliero, Luca; Tonti, Michela; Cerquitelli, Tania; Raus, Rachele
      In: Titolo volume non avvalorato
      IEEE - Institute of Electrical and Electronics Engineers (STATI UNITI D'AMERICA)
      First International Workshop on Data science for equality, inclusion and well-being challenges (Virtual, Online) 15-18 December 2021
      pp.8 (pp.4227-4234) DOI:10.1109/BigData52589.2021.9671868

  23. Cross-lingual timeline summarization
      Proceeding
      

      Cagliero, Luca; LA QUATRA, Moreno; Garza, Paolo; Baralis, ELENA MARIA
      In: 2021 IEEE Fourth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
      IEEE - Institute of Electrical and Electronics Engineers (STATI UNITI D'AMERICA)
      2021 IEEE Fourth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE) (Virtual, Online) 1-3 December 2021
      pp.9 (pp.45-53) ISBN:9781665437363 DOI:10.1109/AIKE52691.2021.00014

  24. DarkVec: automatic analysis of darknet traffic with word embeddings
      Proceeding
      

      Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario
      In: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      CoNEXT '21: 17th International Conference on emerging Networking EXperiments and Technologies (Virtual Event Germany) December 7 - 10, 2021
      pp.14 (pp.76-89) ISBN:9781450390989 DOI:10.1145/3485983.3494863

  25. Augmenting phishing squatting detection with GANs
      Proceeding
      

      Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco
      In: CoNEXT-SW'21: Proceedings of the CoNEXT Student Workshop
      ACM (STATI UNITI D'AMERICA)
      ACM CoNEXT 2021 - International Conference on emerging Networking EXperiments and Technologies (Virtual Event Germany) 7 December 2021
      pp.2 (pp.3-4) ISBN:9781450391337 DOI:10.1145/3488658.3493787

  26. Pattern-based algorithms for Explainable AI
      Doctoral thesis
      

      Pastor, Eliana
      Politecnico di Torino
      pp.167 (pp.1-167)

  27. Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science
      Article
      

      Chiusano, S.; Cerquitelli, T.; Wrembel, R.; Quercia, D.
      INFORMATION SYSTEMS FRONTIERS
      Springer
      Vol.23 pp.7 (pp.1-7) ISSN:1387-3326 DOI:10.1007/s10796-020-10091-8

  28. Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction
      Article
      

      Monaco, Simone; Greco, Salvatore; Farasin, Alessandro; Colomba, Luca; Apiletti, Daniele; Garza, Paolo; Cerquitelli, Tania; Baralis, Elena
      APPLIED SCIENCES
      MDPI
      Vol.11 pp.22 ISSN:2076-3417 DOI:10.3390/app112211060

  29. Environmental and Economic Comparison of ICEV and EV in Car Sharing
      Proceeding
      

      Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; Mellia, Marco
      In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) ​
      IEEE
      2021 IEEE International Intelligent Transportation Systems Conference (ITSC) ​
      pp.6 (pp.1621-1626) ISBN:9781728191423 DOI:10.1109/ITSC48978.2021.9564578

  30. Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach
      Proceeding
      

      Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, Danilo; Mellia, Marco
      In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC)
      IEEE
      2021 IEEE International Intelligent Transportation Systems Conference (ITSC)
      pp.6 (pp.3170-3175) ISBN:9781728191423 DOI:10.1109/ITSC48978.2021.9564809

  31. Overview of Network and Service Management
      Book chapter
      

      Mellia, Marco; Zincir‐heywood, Nur; Diao, Yixin
      Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
      Wiley (STATI UNITI D'AMERICA)
      pp.18 (pp.1-18) ISBN:9781119675501 DOI:10.1002/9781119675525.ch1

  32. Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
      Book
      

      Zincir-Heywood, N.; Mellia, M.; Diao, Y.
      Wiley (STATI UNITI D'AMERICA)
      pp.361 (pp.1-361) ISBN:9781119675501 DOI:10.1002/9781119675525

  33. Overview of Artificial Intelligence and Machine Learning
      Book chapter
      

      Zincir‐heywood, Nur; Mellia, Marco; Diao, Yixin
      Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
      Wiley (STATI UNITI D'AMERICA)
      pp.14 (pp.19-32) ISBN:9781119675501 DOI:10.1002/9781119675525.ch2

  34. A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow
      Article
      

      Di Domenico, Andrea; Perna, Gianluca; Trevisan, Martino; Vassio, Luca; Giordano, Danilo
      NETWORK
      MDPI
      Vol.1 pp.14 (pp.247-260) ISSN:2673-8732 DOI:10.3390/network1030015

  35. Message from the organizers of WAIN
      Article
      

      Vassio, L.; Zhang, Z. -L.; Giordano, D.; Chandra, A.
      PERFORMANCE EVALUATION REVIEW
      Association for Computing Machinery
      Vol.48 pp.1 ISSN:0163-5999 DOI:10.1145/3466826.3466837

  36. Big data analytics for smart cities
      Article
      

      Cerquitelli, T.; Migliorini, S.; Chiusano, S.
      ELECTRONICS
      MDPI
      Vol.10 pp.4 ISSN:2079-9292 DOI:10.3390/electronics10121439

  37. Empowering Commercial Vehicles through Data-Driven Methodologies
      Article
      

      Bethaz, Paolo; Cavaglion, Sara; Cricelli, Sofia; Liore, Elena; Manfredi, Emanuele; Salio, Stefano; Regalia, Andrea; Conicella, Fabrizio; Greco, Salvatore; Cerquitelli, Tania
      ELECTRONICS
      MDPI
      Vol.10 pp.18 ISSN:2079-9292 DOI:10.3390/electronics10192381

  38. From teaching books to educational videos and vice versa: a cross-media content retrieval experience
      Proceeding
      

      Canale, Lorenzo; Farinetti, Laura; Cagliero, Luca
      In: 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)
      IEEE
      45th Annual International IEEE-Computer-Society Computers, Software, and Applications Conference (COMPSAC) 12-16 July 2021
      pp.6 (pp.115-120) ISBN:9781665424639 DOI:10.1109/COMPSAC51774.2021.00027

  39. Temporal Dynamics of Posts and User Engagement of Influencers on Facebook and Instagram
      Proceeding
      

      Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio
      In: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
      ACM
      2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (Virtual Event, Netherlands) November 8–11, 2021
      pp.5 (pp.129-133) DOI:10.1145/3487351.3488340

  40. DRIFT LENS: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions
      Proceeding
      

      Greco, Salvatore; Cerquitelli, Tania
      In: 2021 International Conference on Data Mining Workshops (ICDMW)
      IEEE Society
      2021 International Conference on Data Mining Workshops (ICDMW) (Auckland, New Zealand) December 7-10, 2021
      pp.9 (pp.1-9) ISBN:9781665424271 DOI:10.1109/ICDMW53433.2021.00049

  41. Inferring multilingual domain-specific word embeddings from large document corpora
      Article
      

      Cagliero, Luca; LA QUATRA, Moreno
      IEEE ACCESS
      IEEE - Institute of Electrical and Electronics Engineers
      Vol.9 pp.14 (pp.137309-137321) ISSN:2169-3536 DOI:10.1109/ACCESS.2021.3118093

  42. Profiling industrial vehicle duties using CAN bus signal segmentation and clustering
      Proceeding
      

      Buccafusco, Silvia; Megaro, Andrea; Cagliero, Luca; Vaccarino, Francesco; Salvatori, Lucia; Loti, Riccardo
      In: Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference
      OpenProceedings
      Workshops of the 24th International Conference on Extending Database Technology/24th International Conference on Database Theory, EDBT-ICDT 2021 (Nicosia (Cyprus)) March 23-26, 2021
      Vol.2841 pp.6 (pp.1-6) ISBN:9783893180844

  43. Measuring HTTP/3: Adoption and Performance
      Proceeding
      

      Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari
      In: Proceedings of the 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet)
      IEEE (STATI UNITI D'AMERICA)
      2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet) (Online)
      pp.8 (pp.1-8) ISBN:9781665435901 DOI:10.1109/MedComNet52149.2021.9501274

  44. Enhancing the friendliness of data analytics tasks: an automated methodology
      Proceeding
      

      Bethaz, Paolo; Cerquitelli, Tania
      CEUR WORKSHOP PROCEEDINGS
      In: Titolo volume non avvalorato
      CEUR
      5th International workshop on Data Analytics solutions for Real-LIfe APplications
      pp.6 ISSN:1613-0073

  45. The New Abnormal: Network Anomalies in the AI Era
      Book chapter
      

      Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; Drago, Idilio
      Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
      Wiley Online Library
      pp.28 (pp.261-288) ISBN:9781119675501 DOI:10.1002/9781119675525.ch11

  46. How Divergent Is Your Data?
      Proceeding
      

      Pastor, Eliana; Gavgavian, Andrew; Baralis, Elena; de Alfaro, Luca
      In: Proceedings of the VLDB Endowment
      VLDB Endowment
      47th International Conference on Very Large Data Bases
      Vol.14 pp.4 (pp.2835-2838) DOI:10.14778/3476311.3476357

  47. Estimating the incidence of adverse weather effects on road traffic safety using time series embeddings
      Proceeding
      

      Fior, Jacopo; Cagliero, Luca
      In: 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)
      IEEE (STATI UNITI D'AMERICA)
      2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC) (Madrid (Spain)) 12-16 July 2021
      Vol.1 pp.6 (pp.402-407) ISBN:9781665424639 DOI:10.1109/COMPSAC51774.2021.00063

  48. RL-IoT: Reinforcement Learning to Interact with IoT Devices
      Proceeding
      

      Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco
      In: Titolo volume non avvalorato
      IEEE
      2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS)
      pp.6 (pp.1-6) ISBN:9781665431569 DOI:10.1109/COINS51742.2021.9524260

  49. Automatic slides generation in the absence of training data
      Proceeding
      

      Cagliero, Luca; LA QUATRA, Moreno
      In: 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)
      Institute of Electrical and Electronics Engineers (STATI UNITI D'AMERICA)
      IEEE Annual International Computer Software and Applications Conference (COMPSAC) (Virtual, Online) July 12-16, 2021
      pp.6 (pp.103-108) DOI:10.1109/COMPSAC51774.2021.00025

  50. Summarize Dates First: A Paradigm Shift in Timeline Summarization
      Proceeding
      

      LA QUATRA, Moreno; Cagliero, Luca; Baralis, ELENA MARIA; Messina, Alberto; Montagnuolo, Maurizio
      In: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021, Virtual, Online, 11 July 2021 - 15 July 2021, 170067
      Association for Computing Machinery, Inc
      ACM SIGIR 2021 (Virtual, Online) 11 July 2021 - 15 July 2021
      pp.10 (pp.418-427) ISBN:9781450380379 DOI:10.1145/3404835.3462954

  51. Leveraging full-text article exploration for citation analysis
      Article
      

      La Quatra, M.; Cagliero, L.; Baralis, E.
      SCIENTOMETRICS
      Springer Science and Business Media
      Vol.126 pp.19 (pp.8275-8293) ISSN:0138-9130 DOI:10.1007/s11192-021-04117-4

  52. A hybrid cloud-to-edge predictive maintenance platform
      Book chapter
      

      Marguglio, Angelo; Veneziano, Giuseppe; Greco, Pietro; Jung, Sven; Siegburg, Robert; Schmitt, Robert H.; Monaco, Simone; Apiletti, Daniele; Nikolakis, Nikolaos; Cerquitelli, Tania; Macii, Enrico
      INFORMATION FUSION AND DATA SCIENCE
      Predictive Maintenance in Smart Factories
      Springer
      pp.19 (pp.19-37) ISSN:2510-1528 ISBN:9789811629396 DOI:10.1007/978-981-16-2940-2_2

  53. A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems
      Article
      

      Cipriano, Marco; Colomba, Luca; Garza, Paolo
      APPLIED SCIENCES
      MDPI
      Vol.11 pp.25 ISSN:2076-3417 DOI:10.3390/app11156967

  54. Predictive Maintenance in the Production of Steel Bars: A Data-Driven Approach
      Book chapter
      

      Bethaz, Paolo; Bampoula, Xanthi; Cerquitelli, Tania; Nikolakis, Nikolaos; Alexopoulos, Kosmas; Macii, Enrico; van Wilgen, Peter
      INFORMATION FUSION AND DATA SCIENCE
      Predictive Maintenance in Smart Factories
      Springer Nature
      pp.19 (pp.187-205) ISSN:2510-1528 ISBN:9789811629396 DOI:10.1007/978-981-16-2940-2_9

  55. Estimating Remaining Useful Life: A Data-Driven Methodology for the White Goods Industry
      Book chapter
      

      Petrali, Pierluigi; Cerquitelli, Tania; Bethaz, Paolo; Morra, Lia; Nikolakis, Nikolaos; DE VIZIA, Claudia; Macii, Enrico
      INFORMATION FUSION AND DATA SCIENCE
      Predictive Maintenance in Smart Factories
      Springer
      pp.16 (pp.149-164) ISSN:2510-1528 ISBN:9789811629396 DOI:10.1007/978-981-16-2940-2_7

  56. Data-Driven Predictive Maintenance: A Methodology Primer
      Book chapter
      

      Cerquitelli, Tania; Nikolakis, Nikolaos; Morra, Lia; Bellagarda, Andrea; Orlando, Matteo; Salokangas, Riku; Saarela, Olli; Hietala, Jani; Kaarmila, Petri; Macii, Enrico
      INFORMATION FUSION AND DATA SCIENCE
      Predictive Maintenance in Smart Factories
      Springer
      pp.35 (pp.39-73) ISSN:2510-1528 ISBN:9789811629396 DOI:10.1007/978-981-16-2940-2_3

  57. DPI Solutions in Practice: Benchmark and Comparison
      Proceeding
      

      Rescio, Tommaso; Favale, Thomas; Soro, Francesca; Mellia, Marco; Drago, Idilio
      In: 2021 IEEE Security and Privacy Workshops (SPW)
      IEEE
      6th International Workshop on Traffic Measurements for Cybersecurity (WTMC 2021)
      pp.6 (pp.37-42) DOI:10.1109/SPW53761.2021.00014

  58. On the dynamics of political discussions on Instagram: A network perspective
      Article
      

      GOMES FERREIRA, CARLOS HENRIQUE; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, Jussara M.; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Drago, Idilio
      ONLINE SOCIAL NETWORKS AND MEDIA
      Elsevier
      Vol.25 (100155) pp.18 ISSN:2468-6964 DOI:10.1016/j.osnem.2021.100155

  59. DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets
      Proceeding
      

      Corain, Matteo; Garza, Paolo; Asudeh, Abolfazl
      In: Proceedings 37th IEEE International Conference on Data Engineering, ICDE 2021
      IEEE
      2021 IEEE 37th International Conference on Data Engineering (ICDE) (Chania, Greece) 19-22 April 2021
      pp.12 (pp.37-48) ISBN:9781728191843 DOI:10.1109/ICDE51399.2021.00011

  60. Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes
      Article
      

      Cerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, Enrico; Poncino, Massimo
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.182 (115269) pp.10 ISSN:0957-4174 DOI:10.1016/j.eswa.2021.115269

  61. What's my App?: ML-based classification of RTC applications
      Proceeding
      

      Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
      PERFORMANCE EVALUATION REVIEW
      In: Proceedings of the 2nd Symposium of Cryptocurrency Analysis (SOCCA 2020)
      ACM
      2nd Symposium of Cryptocurrency Analysis (SOCCA 2020) (Milano)
      Vol.48 pp.4 (pp.41-44) ISSN:0163-5999 DOI:10.1145/3466826.3466841

  62. Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence
      Proceeding
      

      Pastor, Eliana; de Alfaro, Luca; Baralis, Elena
      In: SIGMOD/PODS '21: Proceedings of the 2021 International Conference on Management of Data
      Association for Computing Machinery
      SIGMOD/PODS '21: International Conference on Management of Data (Virtual Event, China) June 20–25, 2021
      pp.13 (pp.1400-1412) ISBN:9781450383431 DOI:10.1145/3448016.3457284

  63. K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm
      Article
      

      Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania
      ELECTRONICS
      MDPI
      Vol.10 pp.21 ISSN:2079-9292 DOI:10.3390/electronics10101166

  64. Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case
      Article
      

      Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.180 (115109) pp.13 ISSN:0957-4174 DOI:10.1016/j.eswa.2021.115109

  65. Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data
      Article
      

      Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, Elena; Salvatori, Lucia; Loti, Riccardo
      COMPUTERS IN INDUSTRY
      Elsevier
      Vol.130 (103468) pp.11 ISSN:0166-3615 DOI:10.1016/j.compind.2021.103468

  66. Debate on online social networks at the time of COVID-19: An Italian case study
      Article
      

      Trevisan, Martino; Vassio, Luca; Giordano, Danilo
      ONLINE SOCIAL NETWORKS AND MEDIA
      Elsevier
      Vol.23 (100136) pp.15 ISSN:2468-6964 DOI:10.1016/j.osnem.2021.100136

  67. Towards website domain name classification using graph based semi-supervised learning
      Article
      

      Faroughi, Azadeh; Morichetta, Andrea; Vassio, Luca; Figueiredo, Flavio; Mellia, Marco; Javidan, Reza
      COMPUTER NETWORKS
      Elsevier
      Vol.188 (107865) pp.15 ISSN:1389-1286 DOI:10.1016/j.comnet.2021.107865

  68. Online Classification of RTC Traffic
      Proceeding
      

      Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio; Carofiglio, Giovanna
      In: Proceedings of the 2021 IEEE 18th Annual Consumer Communications & Networking Conference
      IEEE (STATI UNITI D'AMERICA)
      2021 IEEE 18th Annual Consumer Communications & Networking Conference (Las Vegas, NV, USA) 9-12 Jan. 2021
      pp.6 (pp.1-6) ISBN:9781728197944 DOI:10.1109/CCNC49032.2021.9369470

  69. Predicting student academic performance by means of associative classification
      Article
      

      Cagliero, L.; Canale, L.; Farinetti, L.; Baralis, E.; Venuto, E.
      APPLIED SCIENCES
      MDPI
      Vol.11 pp.22 (pp.1-22) ISSN:2076-3417 DOI:10.3390/app11041420

  70. A multi-faceted characterization of free-floating car sharing service usage
      Article
      

      Giordano, Danilo; Vassio, Luca; Cagliero, Luca
      TRANSPORTATION RESEARCH. PART C, EMERGING TECHNOLOGIES
      Elsevier
      Vol.125 (102966) pp.21 ISSN:0968-090X DOI:10.1016/j.trc.2021.102966

  71. Double-Step deep learning framework to improve wildfire severity classification
      Proceeding
      

      Monaco, Simone; Pasini, Andrea; Apiletti, Daniele; Colomba, Luca; Farasin, Alessandro; Garza, Paolo; Baralis, Elena
      In: Workshops of the 24th International Conference on Extending Database Technology/24th International Conference on Database Theory, EDBT-ICDT 2021
      OpenProceedings
      Workshops of the 24th International Conference on Extending Database Technology/24th International Conference on Database Theory, EDBT-ICDT 2021 (Nicosia (Cyprus)) March 23-26, 2021
      pp.6 ISBN:9783893180844

  72. Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools
      Article
      

      Cerquitelli, Tania; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Bottaccioli, Lorenzo; Patti, Edoardo; Acquaviva, Andrea; Poncino, Massimo
      PROCEEDINGS OF THE IEEE
      IEEE
      Vol.109 pp.24 (pp.399-422) ISSN:0018-9219 DOI:10.1109/JPROC.2021.3056006

  73. Understanding web pornography usage from traffic analysis
      Article
      

      Morichetta, Andrea; Trevisan, Martino; Vassio, Luca; Krickl, Julia
      COMPUTER NETWORKS
      Elsevier
      Vol.189 pp.11 ISSN:1389-1286 DOI:10.1016/j.comnet.2021.107909

  74. α-MON: Traffic Anonymizer for Passive Monitoring
      Article
      

      Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.18 pp.13 (pp.1233-1245) ISSN:1932-4537 DOI:10.1109/TNSM.2021.3057927

  75. Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning
      Article
      

      Rizzo, Valentino; Traverso, Stefano; Mellia, Marco
      PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES
      Sciendo
      Vol.1 pp.20 (pp.44-63) ISSN:2299-0984 DOI:10.2478/popets-2021-0004

  76. Characterizing client usage patterns and service demand for car-sharing systems
      Article
      

      Alencar, Victor A.; Rooke, Felipe; Cocca, Michele; Vassio, Luca; Almeida, Jussara; Vieira, Alex Borges
      INFORMATION SYSTEMS
      Elsevier
      Vol.98 (101448) pp.10 ISSN:0306-4379 DOI:10.1016/j.is.2019.101448

  2020

  1. FaceLift: a transparent deep learning framework to beautify urban scenes
     Article
     

     Joglekar, Sagar; Quercia, Daniele; Redi, Miriam; Aiello, Luca Maria; Kauer, Tobias; Sastry, Nishanth
     ROYAL SOCIETY OPEN SCIENCE
     Royal Society Publishing
     Vol.7 pp.17 ISSN:2054-5703 DOI:10.1098/rsos.190987

  2. Social Interactions or Business Transactions?What customer reviews disclose about Airbnb marketplace
     Proceeding
     

     Quattrone, Giovanni; Nocera, Antonino; Capra, Licia; Quercia, Daniele
     In: WWW '20: Proceedings of The Web Conference 2020
     Association for Computing Machinery
     WWW '20: The Web Conference 2020 (Taipei (TWN)) April 20 - 24, 2020
     pp.11 (pp.1526-1536) ISBN:9781450370233 DOI:10.1145/3366423.3380225

  3. Tesco Grocery 1.0, a large-scale dataset of grocery purchases in London
     Article
     

     Aiello, Luca Maria; Quercia, Daniele; Schifanella, Rossano; Del Prete, Lucia
     SCIENTIFIC DATA
     Nature Research
     Vol.7 pp.11 ISSN:2052-4463 DOI:10.1038/s41597-020-0397-7

  4. Extracting medical entities from social media
     Proceeding
     

     Scepanovic, Sanja; Martin-Lopez, Enrique; Quercia, Daniele; Baykaner, Khan
     In: CHIL '20: Proceedings of the ACM Conference on Health, Inference, and Learning
     ACM
     ACM CHIL '20: ACM Conference on Health, Inference, and Learning (Toronto, Ontario (CAN)) April 2 - 4, 2020
     pp.12 (pp.170-181) ISBN:9781450370462 DOI:10.1145/3368555.3384467

  5. Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities
     Article
     

     Kusters, Remy; Misevic, Dusan; Berry, Hugues; Cully, Antoine; Le Cunff, Yann; Dandoy, Loic; Díaz-Rodríguez, Natalia; Ficher, Marion; Grizou, Jonathan; Othmani, Alice; Palpanas, Themis; Komorowski, Matthieu; Loiseau, Patrick; Moulin Frier, Clément; Nanini, Santino; Quercia, Daniele; Sebag, Michele; Soulié Fogelman, Françoise; Taleb, Sofiane; Tupikina, Liubov; Sahu, Vaibhav; Vie, Jill-Jênn; Wehbi, Fatima
     FRONTIERS IN BIG DATA
     Frontiers Media
     Vol.3 pp.7 ISSN:2624-909X DOI:10.3389/fdata.2020.577974

  6. WellBeat: A Framework for Tracking Daily Well-Being Using Smartwatches
     Article
     

     Park, Sungkyu; Constantinides, Marios; Aiello, Luca Maria; Quercia, Daniele; Van Gent, Paul
     IEEE INTERNET COMPUTING
     Institute of Electrical and Electronics Engineers
     Vol.24 pp.8 (pp.10-17) ISSN:1089-7801 DOI:10.1109/mic.2020.3017867

  7. Having a Heart Time? A Wearable-based Biofeedback System
     Proceeding
     

     Qin, Chao Ying; Choi, Jun-Ho; Constantinides, Marios; Aiello, Luca Maria; Quercia, Daniele
     In: Extended Abstracts - 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, MobileHCI 2020
     Association for Computing Machinery
     22nd International Conference on Human-Computer Interaction with Mobile Devices and Services: Expanding the Horizon of Mobile Interaction, MobileHCI 2020 (Oldenburg (DEU)) October 5 - 8, 2020
     pp.4 (pp.1-4) ISBN:9781450380522 DOI:10.1145/3406324.3410539

  8. MeetCues: Supporting Online Meetings Experience
     Proceeding
     

     Adriel Aseniero, Bon; Constantinides, Marios; Joglekar, Sagar; Zhou, Ke; Quercia, Daniele
     In: 2020 IEEE Visualization Conference (VIS)
     Institute of Electrical and Electronics Engineers
     2020 IEEE Visualization Conference, VIS 2020 (Salt Lake City, UT (USA)) 25-30 October 2020
     pp.5 (pp.236-240) ISBN:9781728180144 DOI:10.1109/vis47514.2020.00054

  9. HeartBees: Visualizing Crowd Affects
     Proceeding
     

     Qin, Chao Ying; Constantinides, Marios; Aiello, Luca Maria; Quercia, Daniele
     In: 2020 IEEE VIS Arts Program (VISAP)
     Institute of Electrical and Electronics Engineers Inc.
     2020 IEEE VIS Arts Program, VISAP 2020 (Salt Lake City, UT (USA)) 25-30 October 2020
     pp.8 (pp.1-8) DOI:10.1109/visap51628.2020.00007

  10. PepMusic: motivational qualities of songs for daily activities
      Article
      

      Kim, Yongsung; Aiello, Luca Maria; Quercia, Daniele
      EPJ DATA SCIENCE
      Springer
      Vol.9 pp.19 ISSN:2193-1127 DOI:10.1140/epjds/s13688-020-0221-9

  11. Social Media and Open Data to Quantify the Effects of Noise on Health
      Article
      

      Gasco, Luis; Schifanella, Rossano; Aiello, Luca Maria; Quercia, Daniele; Asensio, Cesar; de Arcas, Guillermo
      FRONTIERS IN SUSTAINABLE CITIES
      Frontiers Media
      Vol.2 pp.13 ISSN:2624-9634 DOI:10.3389/frsc.2020.00041

  12. Cartographic Design of Cultural Maps
      Article
      

      Bogucka, Edyta Paulina; Constantinides, Marios; Aiello, Luca Maria; Quercia, Daniele; So, Wonyoung; Bancilhon, Melanie
      IEEE COMPUTER GRAPHICS AND APPLICATIONS
      IEEE Computer Society
      Vol.40 pp.9 (pp.12-20) ISSN:0272-1716 DOI:10.1109/mcg.2020.3026596

  13. Our dreams, our selves: automatic analysis of dream reports
      Article
      

      Fogli, Alessandro; Maria Aiello, Luca; Quercia, Daniele
      ROYAL SOCIETY OPEN SCIENCE
      Royal Society Publishing
      Vol.7 pp.19 ISSN:2054-5703 DOI:10.1098/rsos.192080

  14. Ten Social Dimensions of Conversations and Relationships
      Proceeding
      

      Choi, Minje; Aiello, Luca Maria; Varga, Krisztián Zsolt; Quercia, Daniele
      In: WWW '20: Proceedings of The Web Conference 2020
      Association for Computing Machinery
      WWW '20: The Web Conference 2020 (Taipei (TWN)) April 20 - 24, 2020
      pp.12 (pp.1514-1525) ISBN:9781450370233 DOI:10.1145/3366423.3380224

  15. ComFeell: Productivity is a Matter of the Senses Too
      Article
      

      Constantinides, Marios; Šćepanović, Sanja; Quercia, Daniele; Li, Hongwei; Sassi, Ugo; Eggleston, Michael
      PROCEEDINGS OF THE ACM ON INTERACTIVE, MOBILE, WEARABLE AND UBIQUITOUS TECHNOLOGIES
      Association for Computing Machinery
      Vol.4 pp.21 (pp.1-21) ISSN:2474-9567 DOI:10.1145/3432234

  16. Parlare della pandemia su Facebook: un’analisi comparata del contenuto su dati generati dagli utenti a Bergamo, Milano e Padova
      Article
      

      Tipaldo, G.; Carriero, R.; Bruno, F.; Pasquettaz, G.; Rocutto, S.
      SOCIOLOGIA ITALIANA
      Egea
      Vol.16 pp.24 (pp.141-164) ISSN:2281-2652 DOI:10.1485/2281-2652-202016-9

  17. Big Data in Computer Network Monitoring
      Book chapter
      

      Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro
      Encyclopedia of Big Data Technologies
      Springer
      pp.8 (pp.1-8) ISBN:9783319639628 DOI:10.1007/978-3-319-63962-8_26-2

  18. Editorial special issue on data analytics for engineering, science and society
      Article
      

      Cerquitelli, T.; Chiusano, S.; Vargas-Solar, G.
      COMPUTING
      Springer
      Vol.102 pp.4 (pp.1093-1096) ISSN:0010-485X DOI:10.1007/s00607-020-00810-z

  19. Enabling predictive analytics for smart manufacturing through an IIoT platform
      Proceeding
      

      Cerquitelli, T; Nikolakis, N; Bethaz, P; Panicucci, S; Ventura, F; Macii, E; Andolina, S; Marguglio, A; Alexopoulos, K; Petrali, P; Pagani, A; van Wilgen, P; Ippolito, M
      IFAC-PAPERSONLINE
      In: IFAC-PapersOnLine
      Elsevier
      4th IFAC Workshop on Advanced Maintenance Engineering, Services and Technologies - AMEST 2020 (Cambridge (UK)) 10 September 2020through 11 September 2020
      Vol.53 pp.6 (pp.179-184) ISSN:2405-8963 DOI:10.1016/j.ifacol.2020.11.029

  20. z-anonymity: Zero-Delay Anonymization for Data Streams
      Proceeding
      

      Jha, Nikhil; Favale, Thomas; Vassio, Luca; Trevisan, Martino; Mellia, Marco
      In: Proceedings of the 2020 IEEE International Conference on Big Data (Big Data)
      IEEE (STATI UNITI D'AMERICA)
      2020 IEEE International Conference on Big Data (Big Data) (Atlanta, GA, USA) 10-13 Dec. 2020
      pp.10 (pp.3996-4005) ISBN:9781728162515 DOI:10.1109/BigData50022.2020.9378422

  21. α-MON: Anonymized Passive Traffic Monitoring
      Proceeding
      

      Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco
      In: Proceedings of the 2020 32nd International Teletraffic Congress (ITC 32)
      IEEE (STATI UNITI D'AMERICA)
      2020 32nd International Teletraffic Congress (ITC 32) (Osaka, Japan) 22-24 Sept. 2020
      pp.9 (pp.10-18) ISBN:9783948377021 DOI:10.1109/ITC3249928.2020.00010

  22. A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps
      Article
      

      Cerquitelli, T.; Corso, E. D.; Proto, S.; Bethaz, P.; Mazzarelli, D.; Capozzoli, A.; Baralis, E.; Mellia, M.; Casagrande, S.; Tamburini, M.
      ELECTRONICS
      MDPI
      Vol.9 pp.26 (pp.1-26) ISSN:2079-9292 DOI:10.3390/electronics9122132

  23. Cinematographic Shot Classification through Deep Learning
      Proceeding
      

      Vacchetti, B.; Cerquitelli, T.; Antonino, R.
      In: Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020
      Institute of Electrical and Electronics Engineers Inc.
      44th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2020 (esp) 2020
      pp.6 (pp.345-350) ISBN:9781728173030 DOI:10.1109/COMPSAC48688.2020.0-222

  24. End-to-end Training For Financial Report Summarization
      Proceeding
      

      La Quatra, Moreno; Cagliero, Luca
      In: Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation
      COLING
      FNP @ COLING 2020 (Barcelona, Spain (Online)) 8/12/2020 - 13/12/2020
      Vol.Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation pp.6 (pp.118-123)

  25. Diversità è Eccellenza. Bilancio di Genere 2020 - Politecnico di Torino
      Book
      

      Cerquitelli, Tania; Colombelli, Alessandra; De Giorgi, Claudia; Montorsi, Arianna
      Politecnico di Torino (ITALIA)
      pp.152 (pp.1-152) ISBN:9788885745551

  26. Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems
      Proceeding
      

      Ciociola, Alessandro; Markudova, Dena; Vassio, Luca; Giordano, Danilo; Mellia, Marco; Meo, Michela
      In: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC)
      IEEE
      2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) 20-23 Sept. 2020
      pp.6 (pp.1-6) ISBN:9781728141497 DOI:10.1109/ITSC45102.2020.9294282

  27. Forecasting: theory and practice
      Other
      

      Petropoulos, Fotios; Apiletti, Daniele; Assimakopoulos, Vassilios; Mohamed Zied Babai, ; Barrow, Devon K.; Bergmeir, Christoph; Bessa, Ricardo J.; Boylan, John E.; Browell, Jethro; Carnevale, Claudio; Castle, Jennifer L.; Cirillo, Pasquale; Clements, Michael P.; Cordeiro, Clara; Fernando Luiz Cyrino Oliveira, ; Shari De Baets, ; Dokumentov, Alexander; Fiszeder, Piotr; Philip Hans Franses, ; Gilliland, Michael; Sinan Gönül, M.; Goodwin, Paul; Grossi, Luigi; Grushka-Cockayne, Yael; Guidolin, Mariangela; Guidolin, Massimo; Gunter, Ulrich; Guo, Xiaojia; Guseo, Renato; Harvey, Nigel; Hendry, David F.; Hollyman, Ross; Januschowski, Tim; Jeon, Jooyoung; Jose, Victor Richmond R.; Kang, Yanfei; Koehler, Anne B.; Kolassa, Stephan; Kourentzes, Nikolaos; Leva, Sonia; Feng, Li; Litsiou, Konstantia; Makridakis, Spyros; Martinez, Andrew B.; Meeran, Sheik; Modis, Theodore; Nikolopoulos, Konstantinos; Önkal, Dilek; Paccagnini, Alessia; Panapakidis, Ioannis; Pavía, Jose M.; Pedio, Manuela; Pedregal, Diego J.; Pinson, Pierre; Ramos, Patrícia; Rapach, David E.; James Reade, J.; Rostami-Tabar, Bahman; Rubaszek, Michał; Sermpinis, Georgios; Han Lin Shang, ; Spiliotis, Evangelos; Syntetos, Aris A.; Priyanga Dilini Talagala, ; Talagala, Thiyanga S.; Tashman, Len; Thomakos, Dimitrios; Thorarinsdottir, Thordis; Todini, Ezio; Juan Ramón Trapero Arenas, ; Wang, Xiaoqian; Winkler, Robert L.; Yusupova, Alisa; Ziel, Florian
      pp.241 (pp.1-241)

  28. Deep learning models for road passability detection during flood events using social media data
      Article
      

      Lopez Fuentes, Laura; Farasin, Alessandro; Zaffaroni, Mirko; Skinnemoen, Harald; Garza, Paolo
      APPLIED SCIENCES
      MDPI
      Vol.10 pp.22 ISSN:2076-3417 DOI:10.3390/app10248783

  29. PoliTeam@AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets
      Proceeding
      

      Attanasio, Giuseppe; Pastor, Eliana
      In: Proceedings of the 7th Evaluation Campaign of Natural Language Processing and Speech tools for Italian (EVALITA 2020)
      CEUR Workshop Proceedings
      Evaluation Campaign of Natural Language Processing and Speech tools for Italian (Online) 17 December 2020
      Vol.2765 pp.7

  30. Realistic testing of RTC applications under mobile networks
      Proceeding
      

      Perna, Gianluca; Trevisan, Martino; Giordano, Danilo
      In: Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies
      ACM
      16th International Conference on emerging Networking EXperiments and TechnologiesNovember 2020 (Barcellona, Spagna) 1-4 Dicembre 2020
      pp.2 (pp.532-533) ISBN:9781450379489 DOI:10.1145/3386367.3431661

  31. An Open Dataset of Operational Mobile Networks
      Proceeding
      

      Safari Khatouni, Ali; Trevisan, Martino; Giordano, Danilo; Rajiullah, Mohammad; Alfredsson, Stefan; Brunstrom, Anna; Midoglu, Cise; Alay, Özgü
      In: MobiWac '20: Proceedings of the 18th ACM Symposium on Mobility Management and Wireless
      ACM
      MobiWac '20: Proceedings of the 18th ACM Symposium on Mobility Management and Wireless
      pp.8 (pp.83-90) ISBN:9781450381192 DOI:10.1145/3416012.3424619

  32. Improving Wildfire Severity Classification of Deep Learning U-Nets from Satellite Images
      Proceeding
      

      Monaco, Simone; Pasini, Andrea; Apiletti, Daniele; Colomba, Luca; Garza, Paolo; Baralis, ELENA MARIA
      In: 2020 IEEE International Conference on Big Data
      IEEE Computer Society
      2020 IEEE International Conference on Big Data (Atlanta (US)) December 10-13, 2020
      pp.3 (pp.5786-5788) ISBN:9781728162515 DOI:10.1109/BigData50022.2020.9377867

  33. On Scalability of Electric Car Sharing in Smart Cities
      Proceeding
      

      Barulli, Michelangelo; Ciociola, Alessandro; Cocca, Michele; Vassio, Luca; Giordano, Danilo; Mellia, Marco
      In: 2020 IEEE International Smart Cities Conference (ISC2)
      IEEE (STATI UNITI D'AMERICA)
      2020 IEEE International Smart Cities Conference (ISC2) 28 Sept.-1 Oct. 2020
      pp.8 (pp.1-8) ISBN:9781728182940 DOI:10.1109/ISC251055.2020.9239086

  34. E-Scooter Sharing: Leveraging Open Data for System Design
      Proceeding
      

      Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Vassio, Luca; Mellia, Marco
      In: 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)
      IEEE
      2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT) (Virtuale) 14-16 Sept. 2020
      pp.8 (pp.1-8) ISBN:9781728173436 DOI:10.1109/DS-RT50469.2020.9213514

  35. Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back
      Article
      

      Cerquitelli, T.; Regalia, A.; Manfredi, E.; Conicella, F.; Bethaz, P.; Liore, E.
      IEEE ACCESS
      Institute of Electrical and Electronics Engineers
      Vol.8 pp.10 (pp.102409-102418) ISSN:2169-3536 DOI:10.1109/ACCESS.2020.2998940

  36. Proactive user engagement via friendly survey and data-driven methodologies
      Proceeding
      

      Bethaz, Paolo; Callà, Riccardo; Cerquitelli, Tania; Montorsi, Arianna; DE GIORGI, Claudia
      In: 2020 IEEE 36th International Conference on Data Engineering Workshops (ICDEW)
      IEEE
      International Conference on Data Engineering (ICDE) 2020 20-24 April 2020
      pp.8 (pp.56-63) ISBN:9781728142661 DOI:10.1109/ICDEW49219.2020.000-7

  37. UNIFORM: Automatic Alignment of Open Learning Datasets
      Proceeding
      

      Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
      In: 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)
      IEEE
      44th Annual Computers, Software, and Applications Conference (COMPSAC) 13-17 July 2020
      pp.8 (pp.95-102) ISBN:9781728173030 DOI:10.1109/COMPSAC48688.2020.00022

  38. Exploring the Use of Data at Multiple Granularity Levels in Machine Learning-Based Stock Trading
      Proceeding
      

      Fior, Jacopo; Cagliero, Luca
      In: Deep data intelligence for finance (DDIF)
      IEEE (STATI UNITI D'AMERICA)
      IEEE ICDM 2020 (Sorrento (IT)) November 17-20, 2020
      pp.8 (pp.333-340) DOI:10.1109/ICDMW51313.2020.00053

  39. Price Series Cross-Correlation Analysis to Enhance the Diversification of Itemset-based Stock Portfolios
      Proceeding
      

      Fior, Jacopo; Cagliero, Luca; Garza, Paolo
      In: Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, DSMM 2020, In conjunction with the ACM SIGMOD/PODS Conference
      ACM (STATI UNITI D'AMERICA)
      2020 ACM SIGMOD/PODS Conference (Portland, OR, USA) June 14, 2020
      pp.6 (pp.1-6) ISBN:9781450380300 DOI:10.1145/3401832.3402680

  40. Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment
      Proceeding
      

      Giobergia, Flavio; Cagliero, Luca; Garza, Paolo; Baralis, Elena
      In: CEUR Workshop Proceedings
      CEUR-WS
      Data Analytics solutions for Real-LIfe APplications (DARLI-AP). 2020 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2020
      pp.7

  41. Sensing the Noise: Uncovering Communities in Darknet Traffic
      Proceeding
      

      Soro, Francesca; Allegretta, Mauro; Mellia, Marco; Drago, Idilio; Bertholdo, Leandro M.
      In: Mediterranean Communication and Computer Networking Conference
      IEEE
      2020 Mediterranean Communication and Computer Networking Conference (MedComNet) (Arona (IT)) 17-19 June 2020
      pp.8 ISBN:9781728162485 DOI:10.1109/MedComNet49392.2020.9191555

  42. Leveraging the explainability of associative classifiers to support quantitative stock trading
      Proceeding
      

      Attanasio, Giuseppe; Cagliero, Luca; Baralis, Elena
      In: Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling
      ACM (STATI UNITI D'AMERICA)
      Sixth International Workshop on Data Science for Macro-Modeling (Portland, OR, USA) June 14, 2020
      pp.6 (pp.1-6) ISBN:9781450380300 DOI:10.1145/3401832.3402679

  43. Bring Your Own Data to X-PLAIN
      Proceeding
      

      Pastor, E.; Baralis, E.
      PROCEEDINGS - ACM-SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA
      In: Proceedings of the ACM SIGMOD International Conference on Management of Data
      Association for Computing Machinery
      2020 ACM SIGMOD International Conference on Management of Data, SIGMOD 2020 (usa) 2020
      pp.4 (pp.2805-2808) ISSN:0730-8078 ISBN:9781450367356 DOI:10.1145/3318464.3384710

  44. Evaluating espresso coffee quality by means of time-series feature engineering
      Proceeding
      

      Apiletti, D.; Pastor, E.; Callà, R.; Baralis, E.
      CEUR WORKSHOP PROCEEDINGS
      In: Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, Copenhagen, Denmark, March 30, 2020.
      CEUR-WS
      Workshops of the 23rd International Conference on Extending Database Technology/23rd International Conference on Database Theory, EDBT-ICDT-WS 2020 (Copenhagen (DNK)) March 30, 2020
      Vol.2578 pp.6 ISSN:1613-0073

  45. An explainable data-driven approach to web directory taxonomy mapping
      Proceeding
      

      Daraio, Elena; Cagliero, Luca; Chiusano, SILVIA ANNA; Garza, Paolo; Ricupero, Giuseppe
      PROCEDIA COMPUTER SCIENCE
      In: Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES2020
      Elsevier
      24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (Verona (IT)) 16-18 september 2020
      Vol.176 pp.10 (pp.1101-1110) ISSN:1877-0509 DOI:10.1016/j.procs.2020.09.106

  46. Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts
      Article
      

      Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo; Giordano, Danilo
      ELECTRONICS
      MDPI
      Vol.9 pp.22 ISSN:2079-9292 DOI:10.3390/electronics9081322

  47. Does domain name encryption increase users' privacy?
      Article
      

      Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo
      COMPUTER COMMUNICATION REVIEW
      ACM
      Vol.50 pp.7 (pp.16-22) ISSN:0146-4833 DOI:10.1145/3411740.3411743

  48. Update on ACM SIGCOMM CCR reviewing process
      Article
      

      Holz, Ralph; Mellia, Marco; Bonaventure, Olivier; Haddadi, Hamed; Caesar, Matthew; Gorinsky, Sergey; Antichi, Gianni; Camp, Joseph; Klaffy, Kc; Raman, Bhaskaran; Sperotto, Anna; Viana, Aline; Uhlig, Steve
      COMPUTER COMMUNICATION REVIEW
      ACM
      Vol.50 pp.2 (pp.55-56) ISSN:0146-4833 DOI:10.1145/3411740.3411748

  49. Extracting highlights of scientific articles: A supervised summarization approach
      Article
      

      Cagliero, L.; La Quatra, M.
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.160 (113659) pp.12 ISSN:0957-4174 DOI:10.1016/j.eswa.2020.113659

  50. DSLE: A Smart Platform for Designing Data Science Competitions
      Proceeding
      

      Attanasio, Giuseppe; Giobergia, Flavio; Pasini, Andrea; Ventura, Francesco; Baralis, ELENA MARIA; Cagliero, Luca; Garza, Paolo; Apiletti, Daniele; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      In: 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)
      IEEE Computer Society
      2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) (Madrid (Spain)) July 13-17
      pp.10 (pp.133-142) ISBN:9781728173030 DOI:10.1109/COMPSAC48688.2020.00026

  51. Unveiling Community Dynamics on Instagram Political Network
      Proceeding
      

      Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Couto da Silva, Ana Paula; de Almeida, Jussara Marques; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco
      In: 12th ACM Conference on Web Science
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      12th ACM Conference on Web Science (Southampton (UK)) July 6th - July 10th, 2020
      pp.10 (pp.231-240) ISBN:9781450379892 DOI:10.1145/3394231.3397913

  52. Machine learning supported next-maintenance prediction for industrial vehicles
      Proceeding
      

      Mishra, S.; Vassio, L.; Cagliero, L.; Mellia, M.; Baralis, E.; Loti, R.; Salvatori, L.
      CEUR WORKSHOP PROCEEDINGS
      In: CEUR Workshop Proceedings
      CEUR-WS
      Workshops of the 23rd International Conference on Extending Database Technology/23rd International Conference on Database Theory, EDBT-ICDT-WS 2020 (dnk) 2020
      Vol.2578 pp.6 ISSN:1613-0073

  53. Supervised Burned Areas delineation by means of Sentinel-2 imagery and Convolutional Neural Networks
      Proceeding
      

      Farasin, Alessandro; Colomba, Luca; Palomba, Giulio; Nini, Giovanni; Rossi, Claudio
      In: ISCRAM 2020 Conference Proceedings - 17th International Conference on Information Systems for Crisis Response And Management
      ISCRAM Digital Library
      17th International Conference on Information Systems for Crisis Response And Management (ISCRAM 2020) (Blacksburg, Virginia (USA)) May 24-27, 2020
      pp.12 (pp.1060-1071)

  54. Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data
      Article
      

      Farasin, Alessandro; Colomba, Luca; Garza, Paolo
      APPLIED SCIENCES
      MDPI
      Vol.10 pp.22 ISSN:2076-3417 DOI:10.3390/app10124332

  55. Exploiting pivot words to classify and summarize discourse facets of scientific papers
      Article
      

      La Quatra, M.; Cagliero, L.; Baralis, E.
      SCIENTOMETRICS
      Springer
      Vol.125 pp.19 (pp.3139-3157) ISSN:0138-9130 DOI:10.1007/s11192-020-03532-3

  56. ERRANT: Realistic Emulation of Radio Access Networks
      Article
      

      Trevisan, Martino; Khatouni, Ali Safari; Giordano, Danilo
      COMPUTER NETWORKS
      elsevier
      Vol.176 pp.11 ISSN:1389-1286 DOI:10.1016/j.comnet.2020.107289

  57. Real-time object detection and tracking in mixed reality using Microsoft HoloLens
      Proceeding
      

      Farasin, Alessandro; Peciarolo, Francesco; Grangetto, Marco; Gianaria, Elena; Garza, Paolo
      In: SCITEPRESS – Science and Technology Publications, Lda
      SciTePress Digital Library (PORTOGALLO)
      VISIGRAPP 2020 - 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (Valletta (MT)) 27/02/2020 - 29/02/2020
      Vol.4 pp.8 (pp.165-172) ISBN:9789897584022

  58. Regular pattern and anomaly detection on corporate transaction time series
      Proceeding
      

      Soro, F.; Mellia, M.; Russo, N.
      CEUR WORKSHOP PROCEEDINGS
      In: CEUR Workshop Proceedings
      CEUR-WS
      Workshops of the 23rd International Conference on Extending Database Technology/23rd International Conference on Database Theory, EDBT-ICDT-WS 2020 (dnk) 2020
      Vol.2578 pp.6 ISSN:1613-0073

  59. Campus Traffic and e-Learning during COVID-19 Pandemic
      Article
      

      Favale, Thomas; Soro, Francesca; Trevisan, Martino; Drago, Idilio; Mellia, Marco
      COMPUTER NETWORKS
      elsevier
      Vol.176 pp.9 ISSN:1389-1286 DOI:10.1016/j.comnet.2020.107290

  60. A cloud-to-edge approach to support predictive analytics in robotics industry
      Article
      

      Panicucci, S.; Nikolakis, N.; Cerquitelli, T.; Ventura, F.; Proto, S.; Macii, E.; Makris, S.; Bowden, D.; Becker, P.; O'Mahony, N.; Morabito, L.; Napione, C.; Marguglio, A.; Coppo, G.; Andolina, S.
      ELECTRONICS
      MDPI AG
      Vol.9 pp.22 (pp.492-513) ISSN:2079-9292 DOI:10.3390/electronics9030492

  61. Five Years at the Edge: Watching Internet From the ISP Network
      Article
      

      Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE
      Vol.28 pp.14 (pp.561-574) ISSN:1063-6692 DOI:10.1109/TNET.2020.2967588

  62. REDTag: A Predictive Maintenance Framework for Parcel Delivery Services
      Article
      

      Proto, Stefano; DI CORSO, Evelina; Apiletti, Daniele; Cagliero, Luca; Cerquitelli, Tania; Malnati, Giovanni; Mazzucchi, Davide
      IEEE ACCESS
      IEEE
      Vol.8 pp.12 (pp.14953-14964) ISSN:2169-3536 DOI:10.1109/ACCESS.2020.2966568

  63. entity2rec: Property-specific knowledge graph embeddings for item recommendation
      Article
      

      Palumbo, Enrico; Monti, Diego; Rizzo, Giuseppe; Troncy, Raphaël; Baralis, Elena
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.151 pp.18 (pp.1-18) ISSN:0957-4174 DOI:10.1016/j.eswa.2020.113235

  64. Training ensembles of faceted classification models for quantitative stock trading
      Article
      

      Cagliero, Luca; Garza, Paolo; Attanasio, Giuseppe; Baralis, Elena
      COMPUTING
      Springer
      Vol.102 pp.13 (pp.1213-1225) ISSN:0010-485X DOI:10.1007/s00607-019-00776-7

  65. Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining
      Article
      

      Apiletti, Daniele; Pastor, Eliana
      ELECTRONICS
      MDPI
      Vol.9 pp.19 ISSN:2079-9292 DOI:10.3390/electronics9010100

  66. From Hotel Reviews to City Similarities: A Unified Latent-Space Model
      Article
      

      Cagliero, L.; La Quatra, M.; Apiletti, D.
      ELECTRONICS
      MDPI
      Vol.9 pp.16 (pp.1-16) ISSN:2079-9292 DOI:10.3390/electronics9010197

  67. Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis
      Article
      

      Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Nisi, Matteo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, Elena
      COMPUTING
      Springer International Publishing
      pp.13 (pp.1-13) ISSN:1436-5057 DOI:10.1007/s00607-019-00781-w

  68. On Car-Sharing Usage Prediction with Open Socio-Demographic Data
      Article
      

      Cocca, Michele; Teixeira, Douglas; Vassio, Luca; Mellia, Marco; Almeida, Jussara M.; Couto da Silva, Ana Paula Couto da
      ELECTRONICS
      mdpi
      Vol.9 pp.20 (pp.72-91) ISSN:2079-9292 DOI:10.3390/electronics9010072

  69. User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement
      Article
      

      Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio
      ACM TRANSACTIONS ON MODELING AND PERFORMANCE EVALUATION OF COMPUTING SYSTEMS
      ACM
      Vol.5 pp.26 (pp.1-26) ISSN:2376-3639 DOI:10.1145/3377144

  70. Combining Machine Learning and Natural Language Processing for Language-Specific, Multi-Lingual, and Cross-Lingual Text Summarization: A Wide-Ranging Overview
      Book chapter
      

      Cagliero, Luca; Garza, Paolo; LA QUATRA, Moreno
      Trends and Applications of Text Summarization Techniques
      IGI Global (ITALIA)
      pp.31 (pp.1-31) ISBN:9781522593737 DOI:10.4018/978-1-5225-9373-7.ch001

  71. Effective video hyperlinking by means of enriched feature sets and monomodal query combinations
      Article
      

      Kavoosifar, MOHAMMAD REZA; Apiletti, Daniele; Baralis, Elena; Garza, Paolo; Huet, Benoit
      INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL
      Springer
      Vol.9 pp.13 (pp.215-227) ISSN:2192-6611 DOI:10.1007/s13735-019-00173-y

  72. Big Data in Computer Network Monitoring
      Book chapter
      

      Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro
      Encyclopedia of Big Data Technologies
      Springer (PAESI BASSI)
      pp.8 (pp.1-8) ISBN:9783319639628 DOI:10.1007/978-3-319-63962-8_26-1

  2019

  1. La società della pseudoscienza. Orientarsi tra buone e cattive spiegazioni
     Book
     

     Tipaldo, Giuseppe
     LE VIE DELLA CIVILTÀ
     Il Mulino
     pp.311 (pp.1-311) ISBN:9788815280169

  2. AI-Based Flood Event Understanding and Quantifying Using Online Media and Satellite Data
     Proceeding
     

     Zaffaroni, Mirko; Lopez Fuentes, Laura; Farasin, Alessandro; Garza, Paolo; Skinnemoen, Harald
     CEUR WORKSHOP PROCEEDINGS
     In: Multimedia Satellite Task Flood Severity Estimation
     CEUR-WS
     MediaEval 2019 Multimedia Benchmark Workshop (EURECOM - Sophia Antipolis) 27/10/2019
     Vol.2670 pp.3 (pp.1-3) ISSN:1613-0073

  3. Data-Driven Emulation of Mobile Access Networks
     Proceeding
     

     Safari Khatouni, Ali; Trevisan, Martino; Giordano, Danilo
     In: Proceedings of the 15th International Conference on Network and Service Management (CNSM)
     IEEE
     15th International Conference on Network and Service Management (Halifax, NS, Canada, Canada) October 2019
     ISBN:9783903176249 DOI:10.23919/CNSM46954.2019.9012691

  4. Workshop WAIN: Welcome message
     Article
     

     Vassio, L.; Zhang, Z. -L.; Lee, S. -J.
     PERFORMANCE EVALUATION REVIEW
     Association for Computing Machinery
     Vol.46 pp.1 ISSN:0163-5999

  5. Human Behaviour on the Web: Evolution, Interactions and Exploitation
     Proceeding
     

     Vassio, Luca
     In: International Workshop on Social Media World Sensors
     ACM
     5th International Workshop on Social Media World Sensors (Hof (Germany)) September 2019
     pp.2 (pp.3-4) ISBN:9781450369039 DOI:10.1145/3345645.3351106

  6. Data Analysis and Modelling of Users' Behavior on the Web
     Proceeding
     

     Vassio, L; Mellia, M
     In: IFIP/IEEE Symposium on Integrated Network and Service Management
     IEEE (STATI UNITI D'AMERICA)
     2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM) (Arlington, VA (USA)) Aprile 2019
     pp.6 (pp.665-670) ISBN:9781728106182

  7. Mining Patterns in Mobile Network Logs
     Proceeding
     

     Zargarian, Golnaz; Vassio, L; Munafo, Maurizio; Mellia, M
     In: IFIP/IEEE Symposium on Integrated Network and Service Management
     IEEE (STATI UNITI D'AMERICA)
     2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM) (Arlington, VA (USA)) Aprile 2019
     pp.6 (pp.1-6) ISBN:9781728106182

  8. Elaborare i dati raccolti negli ambienti di produzione, creare valore e strutturare conoscenza: metodi, sfide e opportunità
     Book chapter
     

     Cerquitelli, T; Macii, E.; Macii, A.
     Il futuro della fabbrica. La via italiana per il rinascimento della manifattura.
     ESTE (ITALIA)
     pp.20 (pp.1-20) ISBN:9788898053322

  9. Modeling Urban Traffic Data Through Graph-Based Neural Networks
     Proceeding
     

     Pinto, V.; Perotti, A.; Cerquitelli, T.
     In: Recent Advances in Big Data and Deep Learning, Proceedings of the INNS Big Data and Deep Learning Conference INNSBDDL 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019
     Springer (GERMANIA)
     INNS Big Data and Deep Learning Conference INNSBDDL 2019 (Sestri Levante, Genova, Italy) 16-18 April 2019
     pp.10 (pp.216-225) ISBN:9783030168407 DOI:10.1007/978-3-030-16841-4_23

  10. Visualising high-resolution energy maps through the exploratory analysis of energy performance certificates
      Proceeding
      

      Cerquitelli, T.; Di Corso, E.; Proto, S.; Capozzoli, A.; Mazzarelli, D.; Nasso, A.; Baralis, E.; Mellia, M.; Casagrande, S.; Tamburini, M.
      In: SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies
      Institute of Electrical and Electronics Engineers Inc. (STATI UNITI D'AMERICA)
      2nd International Conference on Smart Energy Systems and Technologies, SEST 2019 (Porto (Portugal)) 2019
      pp.6 (pp.1-6) ISBN:9781728111568 DOI:10.1109/SEST.2019.8849061

  11. A fog computing approach for predictive maintenance
      Proceeding
      

      Cerquitelli, T.; Bowden, D.; Marguglio, A.; Morabito, L.; Napione, C.; Panicucci, S.; Nikolakis, N.; Makris, S.; Coppo, G.; Andolina, S.; Macii, A.; Macii, E.; O'Mahony, N.; Becker, P.; Jung, S.
      LECTURE NOTES IN BUSINESS INFORMATION PROCESSING
      In: Advanced Information Systems Engineering Workshops - CAiSE 2019 International Workshops, Rome, Italy, June 3-7, 2019, Proceedings
      Springer Verlag (GERMANIA)
      31st International Conference on Advanced Information Systems Engineering, CAiSE 2019 - Workshops (Rome (italy)) June 3-7, 2019,
      Vol.349 pp.9 (pp.139-147) ISSN:1865-1348 ISBN:9783030209476 DOI:10.1007/978-3-030-20948-3_13

  12. Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings
      Article
      

      Cerquitelli, T.; Malnati, G.; Apiletti, D.
      ENERGIES
      MDPI AG
      Vol.12 pp.18 (pp.2933-2950) ISSN:1996-1073 DOI:10.3390/en12152933

  13. Robot fault detection and remaining life estimation for predictive maintenance
      Proceeding
      

      Pinto, R.; Cerquitelli, T.
      PROCEDIA COMPUTER SCIENCE
      In: Procedia Computer Science
      Elsevier B.V.
      10th International Conference on Ambient Systems, Networks and Technologies, ANT 2019 and The 2nd International Conference on Emerging Data and Industry 4.0, EDI40 2019, Affiliated Workshops (Leuven, Belgium) 2019
      Vol.151 pp.8 (pp.709-716) ISSN:1877-0509 DOI:10.1016/j.procs.2019.04.094

  14. Fast Self-Organizing Maps Training
      Proceeding
      

      Giobergia, Flavio; Baralis, ELENA MARIA
      In: 2019 IEEE International Conference on Big Data
      IEEE
      IEEE International Conference on Big Data (Los Angeles (USA)) December 9-12, 2019
      pp.10 (pp.2257-2266) DOI:10.1109/BigData47090.2019.9006055

  15. Privacy-preserving network monitoring at high-speed
      Proceeding
      

      Favale, Thomas; Mellia, Marco; Drago, Idilio; Trevisan, Martino
      In: Privacy-preserving network monitoring at high-speed
      Politecnico di Torino
      ACM IMC 2019 (Amsterdam (NL)) 21/10/2019 - 23/10/2019
      

  16. A machine learning application for latency prediction in operational 4G networks
      Proceeding
      

      Khatouni, A. S.; Soro, F.; Giordano, D.
      In: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019
      Institute of Electrical and Electronics Engineers Inc.
      2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019 (usa) 2019
      pp.4 (pp.71-74) ISBN:9783903176157

  17. Are Darknets All The Same? On Darknet Visibility for Security Monitoring
      Proceeding
      

      Soro, Francesca; Drago, Idilio; Trevisan, Martino; Mellia, Marco; Ceron, Joao; J. Santanna, Jose
      In: 2019 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN)
      IEEE
      2019 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN) (Paris, France) 1-3 July 2019
      pp.6 (pp.1-6) ISBN:9781728114347 DOI:10.1109/LANMAN.2019.8847113

  18. Automatic pore typing classification from 2D images
      Proceeding
      

      Floriello, D.; Ortenzi, A.; Idiomi, M.; Ricci, S.; Amendola, A.; Carminati, S.; Baralis, E.; Garza, P.; Pasini, A.
      In: Offshore Mediterranean Conference and Exhibition 2019, OMC 2019
      Offshore Mediterranean Conference (OMC)
      Offshore Mediterranean Conference and Exhibition 2019, OMC 2019 (ita) 2019
      pp.6

  19. Combining news sentiment and technical analysis to predict stock trend reversal
      Proceeding
      

      Cagliero, Luca; Attanasio, Giuseppe; Garza, Paolo; Baralis, ELENA MARIA
      In: IEEE ICDM 2019 Workshops Proceedings
      IEEE Computer Society Press
      9th ICDM Workshop on Sentiment Elicitation from Natural Text for Information Retrieval and Extraction (Beijing, Cina) November 8, 2019
      pp.8 (pp.514-521) DOI:10.1109/ICDMW.2019.00079

  20. Enhancing Interpretability of Black Box Models by means of Local Rules
      Proceeding
      

      Pastor, Eliana; Baralis, ELENA MARIA
      In: ACM Celebration of Women in Computing: womENcourage 2019
      Association for Computing Machinery
      6th ACM Celebration of Women in Computing: womENcourage 2019 (Rome (Italy)) 16-18 September 2019
      pp.1

  21. Towards Understanding Political Interactions on Instagram
      Proceeding
      

      Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; MURAI FERREIRA, Fabricio; DINIZ DE FIGUEIREDO, FLAVIO VINICIUS; Couto da Silva, Ana Paula; Almeida, Jussara M.
      In: Proceedings of the 30th ACM Conference on Hypertext and Social Media
      ACM (STATI UNITI D'AMERICA)
      30th ACM Conference on Hypertext and Social Media (Hof, Germany) September 17 - 20, 2019
      pp.5 (pp.247-251) ISBN:9781450368858 DOI:10.1145/3342220.3343657

  22. Heterogeneous industrial vehicle usage predictions: A real case
      Proceeding
      

      Markudova, D.; Baralis, E.; Cagliero, L.; Mellia, M.; Vassio, L.; Amparore, E.; Loti, R.; Salvatori, L.
      CEUR WORKSHOP PROCEEDINGS
      In: CEUR Workshop Proceedings
      CEUR-WS
      2019 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2019 (Lisbona (Portugal)) 2019
      Vol.2322 pp.6 (pp.1-6) ISSN:1613-0073

  23. The News We Like Are Not the News We Visit: News Categories Popularity in Usage Data
      Proceeding
      

      Ben Houidi, Zied; Scavo, Giuseppe; Traverso, Stefano; Teixeira, Renata; Mellia, Marco; Ganguly, Soumen
      In: THE 13TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-2019)
      Association for the Advancement of Artificial Intelligence (STATI UNITI D'AMERICA)
      13TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-2019) (Munich, DE) 11- 14 June 2019
      pp.12 (pp.1-12)

  24. Poli2Sum@ CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models
      Proceeding
      

      LA QUATRA, Moreno; Cagliero, Luca; Baralis, ELENA MARIA
      In: Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019)
      CEUR-WS.org
      42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) (Parigi) 25 Luglio 2019
      Vol.2414 pp.14 (pp.233-246) DOI:10.13140/RG.2.2.25913.93284

  25. Unsupervised Burned Area Estimation through Satellite Tiles: A multimodal approach by means of image segmentation over remote sensing imagery
      Proceeding
      

      Farasin, Alessandro; Nini, Giovanni; Garza, Paolo; Rossi, Claudio
      In: CEUR Workshop Proceedings
      CEUR-WS
      MACLEAN: MAChine Learning for EArth ObservatioN (workshop @ECML/PKDD2019) (Wurzburg (DE)) 20/09/2019
      Vol.2466 pp.10 (pp.1-10)

  26. Clustering and evolutionary approach for longitudinal web traffic analysis
      Article
      

      Morichetta, Andrea; Mellia, Marco
      PERFORMANCE EVALUATION
      Elsevier
      Vol.135 pp.17 ISSN:0166-5316 DOI:10.1016/j.peva.2019.102033

  27. Automating concept-drift detection by self-evaluating predictive model degradation
      Other
      

      Cerquitelli, Tania; Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Baralis, ELENA MARIA
      Vol.arXiv:1907.08120 pp.5 (pp.1-5)

  28. What's in the box? Explaining the black-box model through an evaluation of its interpretable features
      Other
      

      Ventura, Francesco; Cerquitelli, Tania
      Vol.arXiv:1908.04348 pp.5 (pp.1-5)

  29. ELSA: A multilingual document summarization algorithm based on frequent itemsets and latent semantic analysis
      Article
      

      Cagliero, Luca.; Garza, Paolo; Baralis, Elena
      ACM TRANSACTIONS ON INFORMATION SYSTEMS
      ACM Association for Computing Machinery
      Vol.37 pp.33 (pp.1-33) ISSN:1046-8188 DOI:10.1145/3298987

  30. Towards a real-time unsupervised estimation of predictive model degradation
      Proceeding
      

      Cerquitelli, Tania; Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Baralis, ELENA MARIA
      In: Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, BIRTE 2019, Los Angeles, CA, USA, August 26, 2019
      ACM (STATI UNITI D'AMERICA)
      BIRTE '19 International Workshop on Real-Time Business Intelligence and Analytics (Los Angeles, CA, USA) August 26, 2019
      pp.6 ISBN:9781450376600 DOI:10.1145/3350489.3350494

  31. Quantitative cryptocurrency trading: exploring the use of machine learning techniques
      Proceeding
      

      Attanasio, Giuseppe; Cagliero, Luca; Garza, Paolo; Baralis, Elena
      In: Proceedings of the 5th workshop on data science for macro-modeling with financial and economic datasets
      ACM (STATI UNITI D'AMERICA)
      5th workshop on data science for macro-modeling with financial and economic datasets (Amsterdam, Netherlands) June 30 - July 5, 2019
      pp.6 (pp.1-6) ISBN:9781450368230 DOI:10.1145/3336499.3338003

  32. Explaining black box models by means of local rules
      Proceeding
      

      Pastor, E.; Baralis, E.
      In: Proceedings of the ACM Symposium on Applied Computing
      Association for Computing Machinery (STATI UNITI D'AMERICA)
      34th Annual ACM Symposium on Applied Computing, SAC 2019 (Limassol (CY)) 2019
      Vol.147772 pp.8 (pp.510-517) ISBN:9781450359337 DOI:10.1145/3297280.3297328

  33. CarPredictor: forecasting the number of free floating car sharing vehicles within restricted urban areas
      Proceeding
      

      Cagliero, Luca; Chiusano, SILVIA ANNA; Daraio, Elena; Garza, Paolo
      In: 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, IT, July 8-13, 2019
      IEEE
      IEEE INTERNATIONAL CONGRESS ON BIG DATA (Milan (IT)) July 8-13, 2019
      pp.5 (pp.72-76) ISBN:9781728127729 DOI:10.1109/BigDataCongress.2019.00022

  34. Detecting Anomalies in Image Classification by Means of Semantic Relationships
      Proceeding
      

      Pasini, Andrea; Baralis, Elena
      In: Titolo volume non avvalorato
      IEEE
      2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
      pp.8 (pp.231-238) ISBN:9781728114880 DOI:10.1109/AIKE.2019.00047

  35. Free Floating Electric Car Sharing: A Data Driven Approach for System Design
      Article
      

      Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
      IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
      IEEE
      pp.13 (pp.1-13) ISSN:1524-9050 DOI:10.1109/TITS.2019.2932809

  36. A Survey on Big Data for Network Traffic Monitoring and Analysis
      Article
      

      Dralconzo, Alessandro; Drago, Idilio; Morichetta, Andrea; Mellia, Marco; Casas, Pedro
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.16 pp.14 (pp.800-813) ISSN:1932-4537 DOI:10.1109/TNSM.2019.2933358

  37. Transparently mining data from a medium-voltage distribution network: a prognostic-diagnostic analysis
      Proceeding
      

      Nisi, Matteo; Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, ELENA MARIA
      In: 2019 Workshops of the EDBT/ICDT Joint Conference
      CEUR Workshop Proceedings
      2019 Workshops of the EDBT/ICDT Joint Conference
      

  38. LENTA: Longitudinal Exploration for Network Traffic Analysis from Passive Data
      Article
      

      Morichetta, Andrea; Mellia, Marco
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.16 pp.14 (pp.814-827) ISSN:1932-4537 DOI:10.1109/TNSM.2019.2927409

  39. VISA: A supervised approach to indexing video lectures with semantic annotations
      Proceeding
      

      Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
      In: 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC)
      IEEE (STATI UNITI D'AMERICA)
      2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC) (Milwaukee, WI, USA) July 15-19, 2019
      pp.10 (pp.226-235) ISBN:9781728126074 DOI:10.1109/COMPSAC.2019.00041

  40. Exploring energy performance certificates through visualization
      Proceeding
      

      Cerquitelli, Tania; DI CORSO, Evelina; Proto, Stefano; Capozzoli, Alfonso; Bellotti, Fabio; Cassese, MARIA GIOVANNA; Baralis, ELENA MARIA; Mellia, Marco; Casagrande, Silvia; Tamburini, Martina
      In: Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference,EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019.
      CEUR-WS.org
      2nd International Workshop on Big Data Visual Exploration and Analytics (BigVis) (Lisbon, Portugal) March 26, 2019
      Vol.2322 pp.7

  41. Towards automated visualisation of scientic literature
      Proceeding
      

      DI CORSO, Evelina; Proto, Stefano; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      In: New Trends in Databases and Information Systems, {ADBIS} 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8-11, 2019, Proceedings
      Springer (GERMANIA)
      23rd European Conference on Advances in Databases and Information Systems (Bled (Slovenia)) September, 8-11, 2019
      pp.9 (pp.28-36) ISBN:9783030302771 DOI:10.1007/978-3-030-30278-8_4

  42. PREMISES, a scalable data-driven service to predict alarms in slowly-degrading multi-cycle industrial processes
      Proceeding
      

      Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Cerquitelli, Tania; Baralis, ELENA MARIA; Macii, Enrico; Macii, Alberto
      In: 2019 IEEE International Congress on Big Data
      IEEE Computer Society
      2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 (Milan, Italy) July 8-13, 2019
      Vol.2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 pp.5 (pp.139-143) ISBN:9781728127729 DOI:10.1109/BigDataCongress.2019.00032

  43. A new unsupervised predictive-model self-assessment approach that SCALEs
      Proceeding
      

      Ventura, Francesco; Proto, Stefano; Apiletti, Daniele; Cerquitelli, Tania; Panicucci, Simone; Baralis, Elena; Macii, Enrico; Macii, Alberto
      In: 2019 IEEE International Congress on Big Data
      IEEE Computer Society
      2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 (Milan, Italy) July 8-13, 2019
      Vol.2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 pp.5 (pp.144-148) ISBN:9781728127729 DOI:10.1109/BigDataCongress.2019.00033

  44. Towards an Automated, Fast and Interpretable Estimation Model of Heating Energy Demand: A Data-Driven Approach Exploiting Building Energy Certificates
      Article
      

      Attanasio, Antonio; Piscitelli, Marco; Chiusano, Silvia; Capozzoli, Alfonso; Cerquitelli, Tania
      ENERGIES
      MDPI
      Vol.12 pp.25 (pp.1273-1297) ISSN:1996-1073 DOI:10.3390/en12071273

  45. Adaptive hierarchical clustering for petrographic image analysis
      Proceeding
      

      Pasini, Andrea; Baralis, Elena; Garza, Paolo; Floriello, Davide; Idiomi, Michela; Ortenzi, Andrea; Ricci, Simone
      CEUR WORKSHOP PROCEEDINGS
      In: CEUR Workshop Proceedings
      CEUR-WS
      Data Analytics solutions for Real-LIfe APplications (DARLI-AP). 2019 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2019 (Lisbon (PRT)) 2019
      Vol.2322 pp.6 ISSN:1613-0073

  46. 4 Years of EU Cookie Law: Results and Lessons Learned
      Article
      

      Trevisan, Martino; Traverso, Stefano; Bassi, Eleonora; Mellia, Marco
      PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES
      De Gruyter
      Vol.2019 pp.20 (pp.126-145) ISSN:2299-0984 DOI:10.2478/popets-2019-0023

  47. Forecasting Heating Consumption in Buildings: A Scalable Full-Stack Distributed Engine
      Article
      

      Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Bottaccioli, Lorenzo; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Patti, Edoardo
      ELECTRONICS
      MDPI
      Vol.8 pp.31 (pp.1-31) ISSN:2079-9292 DOI:10.3390/electronics8050491

  48. Characterizing Web Pornography Consumption from Passive Measurements
      Proceeding
      

      Morichetta, Andrea; Trevisan, Martino; Vassio, Luca
      In: Lecture Notes in Computer Science
      Springer International Publishing
      20th International Conference on Passive and Active Network Measurement (Puerto Varas, Chile) March 27-29, 2019
      Vol.11419 pp.13 (pp.304-316) ISBN:9783030159856 DOI:10.1007/978-3-030-15986-3_20

  49. Free floating electric car sharing design: Data driven optimisation
      Article
      

      Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
      PERVASIVE AND MOBILE COMPUTING
      Elsevier
      Vol.55 pp.17 (pp.59-75) ISSN:1574-1192 DOI:10.1016/j.pmcj.2019.02.007

  50. Recommending Personalized Summaries of Teaching Materials
      Article
      

      Cagliero, Luca; Farinetti, Laura; Baralis, ELENA MARIA
      IEEE ACCESS
      IEEE
      Vol.7 pp.11 (pp.22729-22739) ISSN:2169-3536 DOI:10.1109/ACCESS.2019.2899655

  51. IoT Platforms and Technologies Driving Spatial Planning and Analytics
      Book chapter
      

      Bottaccioli, Lorenzo; Patti, Edoardo; Osello, Anna; Cerquitelli, Tania; Macii, Enrico; Acquaviva, Andrea
      ADVANCES IN ENVIRONMENTAL ENGINEERING AND GREEN TECHNOLOGIES BOOK SERIES
      Spatial Planning in the Big Data Revolution
      IGI Global
      pp.29 (pp.84-112) ISSN:2326-9162 ISBN:9781522579274 DOI:10.4018/978-1-5225-7927-4.ch004

  52. PAIN: A Passive Web Performance Indicator for ISPs
      Article
      

      Trevisan, Martino; Drago, Idilio; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.149 pp.12 (pp.115-126) ISSN:1389-1286 DOI:10.1016/j.comnet.2018.11.024

  53. Results from running an experiment as a service platform for mobile broadband networks in Europe
      Article
      

      Mancuso, Vincenzo; Peón Quirós, Miguel; Mohamed Moulay, Cise Midoglu.; Comite, Vincenzo; Lutu, Andra; Alay, Özgü; Alfredsson, Stefan; Rajiullah, Mohammad; Brunström, Anna; Mellia, Marco; SAFARI KHATOUNI, Ali; Hirsch, Thomas
      COMPUTER COMMUNICATIONS
      Elsevier
      Vol.133 pp.13 (pp.89-101) ISSN:0140-3664 DOI:10.1016/j.comcom.2018.09.004

  2018

  1. A method for exploring traffic passive traces and grouping similar urls
     Patent
     

     Mellia, Marco; Metwalley, Hassan; Bocchi, Enrico; Morichetta, Andrea
     N.WO2018047027A1

  2. Method and System for Predicting System Status
     Patent
     

     Giobergia, Flavio; Baralis, Elena; Camuglia, Maria; Neri, Alessandra; Tricarico, Davide; Tuninetti, Alessia
     N.US20200065690A1; DE102019114378A1

  3. iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0
     Proceeding
     

     Apiletti, Daniele; Barberis, Claudia; Cerquitelli, Tania; Macii, Alberto; Macii, Enrico; Poncino, Massimo; Ventura, Francesco
     In: IEEE International Conference on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018, Melbourne, Australia, December 11-13, 2018
     IEEE COMPUTER SOC
     IEEE International Conference on Parallel & Distributed Processing with Applications (Melbourne, Australia) December 11-13, 2018
     pp.8 (pp.924-931) ISBN:9781728111414 DOI:10.1109/BDCloud.2018.00136

  4. Reservoir Effects on Flood Peak Discharge at the Catchment Scale
     Article
     

     Volpi, E.; Di Lazzaro, M.; Bertola, Miriam; Viglione, A.; Fiori, A.
     WATER RESOURCES RESEARCH
     AGU Wiley
     Vol.54 pp.14 (pp.9623-9636) ISSN:0043-1397 DOI:10.1029/2018WR023866

  5. Mining Sensor Data for Predictive Maintenance in the Automotive Industry
     Proceeding
     

     Giobergia, Flavio; Baralis, Elena; Camuglia, Maria; Cerquitelli, Tania; Mellia, Marco; Neri, Alessandra; Tricarico, Davide; Tuninetti, Alessia
     In: IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) 2018
     IEEE (STATI UNITI D'AMERICA)
     IEEE International Conference on Data Science and Advanced Analytics (DSAA) (Torino) October 2018
     pp.10 (pp.351-360) ISBN:9781538650905 DOI:10.1109/DSAA.2018.00046

  6. A Density-based Preprocessing Technique to Scale Out Clustering
     Proceeding
     

     Baralis, Elena; Garza, Paolo; Pastor, Eliana
     In: Proceedings of the 2018 IEEE International Conference on Big Data (Big Data)
     IEEE
     2018 IEEE International Conference on Big Data (Big Data) (Seattle, WA, USA) December 10-13 2018
     pp.10 (pp.2078-2087) ISBN:9781538650356 DOI:10.1109/BigData.2018.8621870

  7. Achieving Horizontal Scalability in Density-based Clustering for URLs
     Proceeding
     

     Faroughi, Azadeh; Javidan, Reza; Mellia, Marco; Morichetta, Andrea; Soro, Francesca; Trevisan, Martino
     In: Proceedings of the 2018 IEEE International Conference on Big Data
     IEEE (STATI UNITI D'AMERICA)
     2018 IEEE International Conference on Big Data (Seattle, USA) 10-13 Dicembre 2018
     pp.6 (pp.3841-3846) ISBN:9781538650356 DOI:10.1109/BigData.2018.8622005

  8. Study of the applicability of an itemset-based portfolio planner in a multi-market context
     Proceeding
     

     Cagliero, Luca; Garza, Paolo
     CEUR WORKSHOP PROCEEDINGS
     In: CEUR Workshop Proceedings
     CEUR-WS
     2018 Workshops of the International Conference on Extending Database Technology and the International Conference on Database Theory, EDBT/ICDT-WS 2018 (aut) 2018
     Vol.2083 pp.6 (pp.50-55) ISSN:1613-0073

  9. Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing
     Proceeding
     

     Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
     In: 21st International Conference on Intelligent Transportation Systems (ITSC)
     IEEE (STATI UNITI D'AMERICA)
     International Conference on Intelligent Transportation Systems (ITSC) (Maui, HI, USA) 4-7 Nov. 2018
     pp.6 (pp.2490-2495) ISBN:9781728103211 DOI:10.1109/ITSC.2018.8569256

  10. Characterizing situations of dock overload in bicycle sharing stations
      Article
      

      Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Ricupero, Giuseppe; Baralis, Elena
      APPLIED SCIENCES
      MDPI AG
      Vol.8 pp.27 ISSN:2076-3417 DOI:10.3390/app8122521

  11. Five Years at the Edge: Watching Internet from the ISP Network
      Proceeding
      

      Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Mellia, Marco; Munafo, Maurizio
      In: Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018)
      ACM (STATI UNITI D'AMERICA)
      Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018) (Heraklion, Greece) December 04-07, 2018
      pp.12 (pp.1-12) ISBN:9781450360807 DOI:10.1145/3281411.3281433

  12. Deep Learning Models for Passability Detection of Flooded Roads
      Proceeding
      

      Lopez-Fuentes, Laura; Farasin, Alessandro; Skinnemoen, Harald; Garza, Paolo
      CEUR WORKSHOP PROCEEDINGS
      In: Multimedia Benchmark Workshop 2018
      CEUR-WS (GERMANIA)
      Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, 29-31 October 2018 (Sophia Antipolis, France.) 29/10/2018 - 31/10/2018
      Vol.Vol-2283 pp.3 ISSN:1613-0073

  13. You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits
      Article
      

      Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine
      ACM TRANSACTIONS ON THE WEB
      Association for Computing Machinery
      Vol.12 pp.30 (pp.1-30) ISSN:1559-1131 DOI:10.1145/3231466

  14. LENTA: Longitudinal Exploration for Network Traffic Analysis
      Proceeding
      

      Morichetta, Andrea; Mellia, Marco
      In: 30th International Teletraffic Congress (ITC 30)
      IEEE (STATI UNITI D'AMERICA)
      ITC 30 - 2018 (Vienna, AU) 3-7 September 2018
      pp.9 (pp.176-184) ISBN:9780988304550 DOI:10.1109/ITC30.2018.00035

  15. Experience: Implications of Roaming in Europe
      Proceeding
      

      Anna Maria Mandalari, ; Andra, Lutu; Ana, Custura; SAFARI KHATOUNI, Ali; Özgü, Alay; BAGNULO BRAUN, MARCELO GABRIEL; Vaibhav, Bajpai; Anna, Brunstrom; Jörg, Ott; Mellia, Marco; Gorry, Fairhurst
      In: Proceedings of the 24th Annual International Conference on Mobile Computing and Networking
      ACM (STATI UNITI D'AMERICA)
      ACM Mobicom 2018 (New Delhi, India) October 2018
      pp.11 (pp.179-189) ISBN:9781450359030 DOI:10.1145/3241539.3241577

  16. Clustering-Based Assessment of Residential Consumers from Hourly-Metered Data
      Proceeding
      

      Cerquitelli, Tania; Chicco, Gianfranco; Di Corso, Evelina; Ventura, Francesco; Giuseppe, Montesano; Mirko, Armiento; Alicia, Mateo González; Andrea, Veiga Santiago
      In: International Conference on Smart Energy System and Technologies - SEST 2018, Sevilla, Spain, September, 10-12, 2018, Proceedings
      IEEE (STATI UNITI D'AMERICA)
      International Conference on Smart Energy System and Technologies - SEST 2018 (Sevilla, Spain) September, 10-12, 2018
      pp.6

  17. Characterizing Air-Quality Data Through Unsupervised Analytics Methods
      Proceeding
      

      Daraio, Elena; DI CORSO, Evelina; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      In: New Trends in Databases and Information Systems - ADBIS 2018 ShortPapers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND,DC, Budapest, Hungary, September, 2-5, 2018, Proceedings
      Springer
      New Trends in Databases and Information Systems (Budapest, Hungary) September, 2-5, 2018
      pp.13 (pp.205-217) ISBN:9783030000622 DOI:10.1007/978-3-030-00063-9_20

  18. Black-Box Model Explained Through an Assessment of Its Interpretable Features
      Proceeding
      

      Ventura, Francesco; Cerquitelli, Tania; Giacalone, Francesco
      In: New Trends in Databases and Information Systems - ADBIS 2018 ShortPapers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND,DC, Budapest, Hungary, September, 2-5, 2018, Proceedings
      Springer
      New Trends in Databases and Information Systems (Budapest, Hungary) September, 2-5, 2018
      pp.12 (pp.138-149) ISBN:9783030000639 DOI:10.1007/978-3-030-00063-9_15

  19. Deriving Local Internal Logic for Black Box Models
      Proceeding
      

      Pastor, Eliana
      In: Proceedings of the 26th Italian Symposium on Advanced Database Systems,Castellaneta Marina (Taranto), Italy, June 24-27, 2018.
      CEUR-WS.org (GERMANIA)
      SEBD 2018 26th Italian Symposium on Advanced Database Systems (Castellaneta Marina (Italy)) June 24-27, 2018
      Vol.2161 pp.4 (pp.1-4)

  20. Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning
      Proceeding
      

      Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
      In: 2018 IEEE International Conference on Smart Computing (SMARTCOMP)
      IEEE (STATI UNITI D'AMERICA)
      2018 IEEE International Conference on Smart Computing (SMARTCOMP) (Taormina(Italy)) 18-20 June 2018
      Vol.proceedings of IEEE International Conference on Smart Computing (SMARTCOMP) pp.8 (pp.171-178) ISBN:9781538647059 DOI:10.1109/SMARTCOMP.2018.00088

  21. Translational Models for Item Recommendation
      Proceeding
      

      Palumbo, Enrico; Rizzo, Giuseppe; Raphael, Troncy; Baralis, ELENA MARIA; Osella, Michele; Ferro, Enrico
      In: ESWC 2018: The Semantic Web: ESWC 2018 Satellite Event
      Springer
      European Semantic Web Conference 2018
      pp.13 (pp.478-490)

  22. Additional reviewer assignment by means of weighted association rules
      Article
      

      Cagliero, L.; Garza, P.; Pasini, Andrea; Baralis, E.
      IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
      IEEE Computer Society
      Vol.9 pp.13 (pp.329-341) ISSN:2168-6750 DOI:10.1109/TETC.2018.2861214

  23. HPC4AI, an AI-on-demand federated platform endeavour
      Proceeding
      

      Aldinucci, Marco; Rabellino, Sergio; Pironti, Marco; Spiga, Filippo; Viviani, Paolo; Drocco, Maurizio; Guerzoni, Marco; Boella, Guido; Mellia, Marco; Margara, Paolo; Drago, Idilio; Marturano, Roberto; Marchetto, Guido; Piccolo, Elio; Bagnasco, Stefano; Lusso, Stefano; Vallero, Sara; Attardi, Giuseppe; Barchiesi, Alex; Colla, Alberto; Galeazzi, Fulvio
      In: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings
      Association for Computing Machinery, Inc
      15th ACM International Conference on Computing Frontiers, CF 2018 (ita) 2018
      pp.8 (pp.279-286) ISBN:9781450357616 DOI:10.1145/3203217.3205340

  24. Measuring Web Speed From Passive Traces
      Proceeding
      

      Trevisan, Martino; Drago, Idilio; Mellia, Marco
      In: Proceedings of the Applied Networking Research Workshop
      ACM (STATI UNITI D'AMERICA)
      ANRW'18 - Applied Networking Research Workshop (Montreal) July 16, 2018
      pp.1 ISBN:9781450355858 DOI:10.1145/3232755.3232780

  25. Characterizing unpredictable patterns in Wireless Sensor Network data
      Article
      

      Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Attanasio, Antonio
      INFORMATION SCIENCES
      Elsevier
      Vol.467 pp.14 (pp.149-162) ISSN:0020-0255 DOI:10.1016/j.ins.2018.08.002

  26. Discovering cross-topic collaborations among researchers by exploiting weighted association rules
      Article
      

      Cagliero, Luca; Garza, Paolo; Kavoosifar, Mohammad Reza; Baralis, Elena
      SCIENTOMETRICS
      Springer
      Vol.116 pp.29 (pp.1273-1301) ISSN:0138-9130 DOI:10.1007/s11192-018-2737-3

  27. PERCEIVE: Precipitation Data Characterization by means on Frequent Spatio-Temporal Sequences
      Proceeding
      

      Farasin, Alessandro; Garza, Paolo
      In: ISCRAM 2018 Conference Proceedings – 15th International Conference on Information Systems for Crisis Response and Management
      Rochester Institute of Technology (STATI UNITI D'AMERICA)
      15th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2018), In-Cooperation with ACM SIGCAS (Rochester, NY (USA)) May 20-23, 2018
      pp.8 (pp.1081-1088) ISBN:9780692127605

  28. Discovering electricity consumption over time for residential consumers through cluster analysis
      Proceeding
      

      Cerquitelli, Tania; Chicco, Gianfranco; DI CORSO, Evelina; Ventura, Francesco; Montesano, Giuseppe; Del Pizzo, Anita; Mateo González, Alicia; Martin Sobrino, Eduardo
      In: 2018 International Conference on Development and Application Systems (DAS)
      IEEE (STATI UNITI D'AMERICA)
      2018 International Conference on Development and Application Systems (DAS) (Suceava (Romania)) 24-26 May 2018
      pp.6 (pp.164-169) ISBN:9781538614938 DOI:10.1109/DAAS.2018.8396090

  29. Useful ToPIC: Self-tuning strategies to enhance Latent Dirichlet Allocation
      Proceeding
      

      Proto, Stefano; DI CORSO, Evelina; Ventura, Francesco; Cerquitelli, Tania
      In: 2018 IEEE International Congress on Big Data, BigData Congress 2018, San Francisco, CA, USA, July 2-7, 2018
      IEEE (STATI UNITI D'AMERICA)
      BigData Congress 2018 (San Francisco (USA)) July 2-7, 2018
      pp.8 (pp.33-40) ISBN:9781538672327

  30. An empirical comparison of knowledge graph embeddings for item recommendation
      Proceeding
      

      Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphael; Baralis, ELENA MARIA; Osella, Michele; Ferro, ENRICO GIOVANNI
      In: Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies 2018
      CEUR
      Extended Semantic Web Conference 2018
      Vol.2106 pp.7

  31. Knowledge Graph Embeddings with node2vec for Item Recommendation
      Proceeding
      

      Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphael; Baralis, ELENA MARIA; Osella, Michele; Ferro, ENRICO GIOVANNI
      In: The Semantic Web: ESWC 2018 Satellite Events
      Springer
      Extended Semantic Web Conference 2018
      pp.4 (pp.117-120) ISBN:9783319981925 DOI:10.1007/978-3-319-98192-5_22

  32. METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models
      Article
      

      Di Corso, Evelina; Cerquitelli, Tania; Apiletti, Daniele
      ENERGIES
      MDPI (Basel, Switzerland)
      Vol.11 pp.24 ISSN:1996-1073 DOI:10.3390/en11061336

  33. Improving the effectiveness of SQL learning practice: a data-driven approach
      Proceeding
      

      Cagliero, Luca; DE RUSSIS, Luigi; Farinetti, Laura; Montanaro, Teodoro
      In: 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC)
      IEEE
      42nd IEEE Computer Society International Conference on Computers, Software & Applications (COMPSAC 2018), Symposium on Computer Education & Learning Technologies (CELT) (Tokyo (Japan)) July 23-27, 2018
      Vol.1 pp.10 (pp.980-989) ISBN:9781538626665 DOI:10.1109/COMPSAC.2018.00174

  34. A Knowledge-Based Multi-Criteria Decision Support System Encompassing Cascading Effects For Disaster Management
      Article
      

      Caroleo, Brunella Roberta Daniela; Palumbo, Enrico; Osella, Michele; Lotito, Antonio; Rizzo, Giuseppe; Ferro, ENRICO GIOVANNI; Attanasio, Antonio; Chiusano, SILVIA ANNA; Zuccaro, Giulio; Leone, Mattia; DE GREGORIO, Daniela
      INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING
      World Scientific
      Vol.17 pp.30 (pp.1469-1498) ISSN:0219-6220 DOI:10.1142/S021962201850030X

  35. Guest Editorial: Special Section on Advances in Big Data Analytics for Management
      Article
      

      Casale, Giuliano; Diao, Yixin; Mellia, Marco; Ranjan, Rajiv; Zincir-Heywood, Nur
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      Institute of Electrical and Electronics Engineers Inc.
      Vol.15 pp.3 (pp.10-12) ISSN:1932-4537 DOI:10.1109/TNSM.2018.2806897

  36. Deadline-Constrained Content Upload from Multihomed Devices: Formulations and Algorithms
      Article
      

      Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; SAFARI KHATOUNI, Ali; Rejaie, Reza
      COMPUTER NETWORKS
      Elsevier
      Vol.142 pp.17 (pp.76-92) ISSN:1389-1286 DOI:10.1016/j.comnet.2018.06.008

  37. Data Analysis and Modelling of Users’ Behaviour on the Web
      Doctoral thesis
      

      Vassio, Luca
      Politecnico di Torino
      pp.176

  38. AWESoME: Big Data for Automatic Web Service Management in SDN
      Article
      

      Trevisan, Martino; Drago, Idilio; Mellia, Marco; Song, Han Hee; Baldi, Mario
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.15 pp.14 (pp.13-26) ISSN:1932-4537 DOI:10.1109/TNSM.2017.2785878

  39. Optimization of Computer Aided Detection systems: an evolutionary approach
      Article
      

      Morra, Lia; Coccia, Nunzia; Cerquitelli, Tania
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.100 pp.12 (pp.145-156) ISSN:0957-4174 DOI:10.1016/j.eswa.2018.01.028

  40. Highlighter: automatic highlighting of electronic learning documents
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca
      IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
      IEEE
      Vol.6 pp.13 (pp.7-19) ISSN:2168-6750 DOI:10.1109/TETC.2017.2681655

  41. Data Mining in Databases: Languages and Indices
      Book chapter
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Meo, R.
      STUDIES IN BIG DATA
      A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years
      Springer (GERMANIA)
      Vol.31 pp.11 (pp.341-351) ISSN:2197-6503 ISBN:9783319618920 DOI:10.1007/978-3-319-61893-7_20

  2017

  1. Citizen science and community-based rain monitoring initiatives: an interdisciplinary approach across sociology and water science
     Article
     

     Tipaldo, Giuseppe; Allamano, Paola
     WIRES. WATER
     Wiley & Sons
     Vol.4 pp.11 (pp.1-11) ISSN:2049-1948 DOI:10.1002/wat2.1200

  2. Introduzione. Media e scienza nell’era della comunicazione digitale
     Article
     

     Tipaldo, Giuseppe; Scamuzzi, Sergio
     PROBLEMI DELL'INFORMAZIONE
     Il Mulino
     Vol.2017 pp.8 (pp.367-374) ISSN:0390-5195 DOI:10.1445/88096

  3. Method for detecting web tracking services
     Patent
     

     Mellia, Marco; Metwalley, Hassan; Traverso, Stefano
     N.WO2017093924A1

  4. ACM SIGCOMM Workshop on Big Data Analytics and Machine Learning for Data Communication Networks
     Proceeding
     

     Casas, P.; Mellia, M.; Dainotti, A.; Zseby, T.
     In: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks
     Association for Computing Machinery, Inc (STATI UNITI D'AMERICA)
     Big Data Analytics and Machine Learning for Data Communication Networks (Los Angeles) August 2017
     Vol.1 pp.1 ISBN:9781450350549

  5. Automatic rule generation for flow management in software defined networking networks
     Patent
     

     Baldi, Mario; Hee Song, Han; Nucci, Antonio; Mellia, Marco; Trevisan, Martino; Drago, Idilio
     N.US20190007327A1

  6. Eurecom-Polito at TRECVID 2017: Hyperlinking task
     Proceeding
     

     Benoit, Huet; Baralis, E.; Garza, P.; Kavoosifar, MOHAMMAD REZA
     In: 2017 TRECVID Workshop Proceedings
     NIST (STATI UNITI D'AMERICA)
     2017 TRECVID Workshop (Gaithersburg, Maryland USA) November 13-15, 2017
     pp.3

  7. UMAP: Urban Mobility Analysis Platform to Harvest Car Sharing Data
     Proceeding
     

     Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Mellia, Marco; Morichetta, Andrea; Putina, Andrian; Salutari, Flavia
     In: Proceedings of the IEEE Conference on Smart City Innovations
     IEEE
     IEEE Conference on Smart City Innovations (San Francisco, California, USA) August 4 - 8, 2017
     pp.8 ISBN:9781538604359 DOI:10.1109/UIC-ATC.2017.8397566

  8. Summarization of emergency news articles driven by relevance feedback
     Proceeding
     

     Cagliero, Luca
     In: Titolo volume non avvalorato
     IEEE (STATI UNITI D'AMERICA)
     2017 IEEE International Conference on Big Data (BigData 2017) (Boston (MA, USA)) 11-14 Dicembre 2017
     pp.9 (pp.3713-3721) ISBN:9781538627150 DOI:10.1109/BigData.2017.8258368

  9. Prompting the data transformation activities for cluster analysis on collections of documents
     Proceeding
     

     Cerquitelli, T.; Di Corso, E.; Ventura, F.; Chiusano, S.
     In: Proceedings of the 25th Italian Symposium on Advanced Database Systems, Squillace Lido (Catanzaro), Italy, June 25-29, 2017
     CEUR Workshop Proceedings
     25th Italian Symposium on Advanced Database Systems, SEBD 2017, Squillace Lido, Catanzaro, Italy, June 25th-29th, 2017, (Squillace Lido, Catanzaro, Italy) June 25th-29th, 2017
     pp.8 (pp.1-8)

  10. All in a twitter: Self-tuning strategies for a deeper understanding of a crisis tweet collection
      Proceeding
      

      Di Corso, Evelina; Ventura, Francesco; Cerquitelli, Tania
      In: Proceedings of IEEE International Conference on Big Data 2017
      IEEE
      Big Data (Big Data), 2017 IEEE International Conference on (Boston (USA)) 11-14 Dec. 2017
      pp.5 (pp.3722-3726) ISBN:9781538627150 DOI:10.1109/BigData.2017.8258369

  11. Mining and modeling web trajectories from passive traces
      Proceeding
      

      Vassio, Luca; Mellia, Marco; Figueiredo, Flavio; Couto da Silva, Ana Paula; Almeida, Jussara M.
      In: 2017 IEEE International Conference on Big Data (BIGDATA)
      IEEE
      2017 IEEE International Conference on Big Data (BIGDATA) (Boston (USA)) 11-14 Dicembre 201
      pp.6 (pp.4016-4021) ISBN:9781538627150 DOI:10.1109/BigData.2017.8258416

  12. Automatic detection of DNS manipulations
      Proceeding
      

      Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo, Maurizio M.
      In: 2017 IEEE International Conference on Big Data (Big Data)
      IEEE
      2017 IEEE International Conference on Big Data (Big Data) (Boston (USA)) 11-14 Dicembre 2017
      pp.6 (pp.4010-4015) ISBN:9781538627150 DOI:10.1109/BigData.2017.8258415

  13. SQL versus NoSQL Databases for Geospatial Applications
      Proceeding
      

      Baralis, ELENA MARIA; Dalla Valle, Andrea; Garza, Paolo; Rossi, Claudio; Scullino, Francesco
      In: Proceedings of the 2nd IEEE International Workshop on Big Spatial Data in conjunction with 2017 IEEE International Conference on Big Data
      IEEE (STATI UNITI D'AMERICA)
      The 2nd IEEE International Workshop on Big Spatial Data in conjunction with 2017 IEEE International Conference on Big Data (Boston) December 11-14, 2017
      pp.10 (pp.3388-3397) DOI:10.1109/BigData.2017.8258324

  14. Scaling associative classification for very large datasets
      Article
      

      Venturini, Luca; Baralis, Elena; Garza, Paolo
      JOURNAL OF BIG DATA
      SpringerOpen
      Vol.4 pp.24 (pp.1-24) ISSN:2196-1115 DOI:10.1186/s40537-017-0107-2

  15. Program chairs' message
      Book chapter
      

      Mellia, M; Gill, P.
      CoNEXT '17 The 13th International Conference on emerging Networking EXperiments and Technologies
      ACM (STATI UNITI D'AMERICA)
      Vol.Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies pp.1 ISBN:9781450354226

  16. A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data
      Article
      

      Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Michiardi, Pietro
      BIG DATA RESEARCH
      Elsevier Inc.
      Vol.10 pp.17 (pp.53-69) ISSN:2214-5796 DOI:10.1016/j.bdr.2017.10.004

  17. Planning stock portfolios by means of weighted frequent itemsets
      Article
      

      Baralis, Elena; Cagliero, Luca; Garza, Paolo
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier Ltd
      Vol.86 pp.17 (pp.1-17) ISSN:0957-4174 DOI:10.1016/j.eswa.2017.05.051

  18. WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place
      Article
      

      Scavo, Giuseppe; Ben Houidi, Zied; Traverso, Stefano; Teixeira, Renata; Mellia, Marco
      PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
      ACM
      Vol.1 pp.24 (pp.1-24) ISSN:2573-0142 DOI:10.1145/3134728

  19. Experience: An Open Platform for Experimentation with Commercial Mobile Broadband Networks
      Proceeding
      

      Alay, Özgü; Brunstrom, Anna; SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Lutu, Andra; Peón quirós, Miguel; Mancuso, Vincenzo; Hirsch, Thomas; Evensen, Kristian; Hansen, Audun; Alfredsson, Stefan; Karlsson, Jonas
      In: Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking
      ACM (STATI UNITI D'AMERICA)
      MOBICOM 2017 (Snowbird, UT) October 2017
      pp.9 (pp.70-78) ISBN:9781450349161 DOI:10.1145/3117811.3117812

  20. Results from Running an Experiment as a Service Platform for Mobile Networks
      Proceeding
      

      Peón quirós, Miguel; SAFARI KHATOUNI, Ali; Hirsch, Thomas; Mancuso, Vincenzo; Comite, Vincenzo; Lutu, Andra; Alay, Özgü; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; Mellia, Marco
      In: Proceedings of the 11th Workshop on Wireless Network Testbeds, Experimental evaluation & CHaracterization
      ACM (STATI UNITI D'AMERICA)
      WiNTECH 2017 (Snowbird, UT) October 2017
      pp.8 (pp.9-16) ISBN:9781450351478 DOI:10.1145/3131473.3131485

  21. Speedtest-Like Measurements in 3G/4G Networks: The MONROE Experience
      Proceeding
      

      SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; Alay, Ozgu; Lutu, Andra; Midoglu, Cise; Mancuso, Vincenzo
      In: Teletraffic Congress (ITC 29), 2017 29th International
      IEEE (STATI UNITI D'AMERICA)
      29th International Teletraffic Congress - ITC'17 (Genova, IT) September 2017
      pp.9 (pp.169-177) ISBN:9780988304536 DOI:10.23919/ITC.2017.8064353

  22. Discovering High-Utility Itemsets at Multiple Abstraction Levels
      Proceeding
      

      Cagliero, Luca; Chiusano, SILVIA ANNA; Garza, Paolo; Ricupero, Giuseppe
      COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
      In: Proceedings of the New Trends in Databases and Information Systems - ADBIS 2017 Short Papers and Workshops, AMSD, BigNovelTI, DAS, SW4CH, DC, Nicosia, Cyprus, September 24-27, 2017, Proceedings
      Springer-verlag (GERMANIA)
      New Trends in Databases and Information Systems - ADBIS 2017 Short Papers and Workshops (Nicosia (Cyprus)) September 24-27, 2017
      Vol.767 pp.11 (pp.224-234) ISSN:1865-0929 ISBN:9783319671611 DOI:10.1007/978-3-319-67162-8_22

  23. Identifying collaborations among researchers: a pattern-based approach
      Proceeding
      

      Cagliero, Luca; Garza, Paolo; Kavoosifar, MOHAMMAD REZA; Baralis, ELENA MARIA
      In: Proceedings of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017)
      CEUR Workshop Proceedings (CEUR-WS.org) (GERMANIA)
      2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017), co-located with the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) (Tokyo (Japan)) August 11, 2017
      Vol.1888 pp.13 (pp.56-68)

  24. Frequent Itemsets Mining for Big Data: A Comparative Analysis
      Article
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Venturini, Luca
      BIG DATA RESEARCH
      Elsevier Inc.
      Vol.9 pp.17 (pp.67-83) ISSN:2214-5796 DOI:10.1016/j.bdr.2017.06.006

  25. Twitter data laid almost bare: An insightful exploratory analyser
      Article
      

      Xiao, Xin; Attanasio, Antonio; Chiusano, SILVIA ANNA; Cerquitelli, Tania
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.90 pp.17 (pp.501-517) ISSN:0957-4174 DOI:10.1016/j.eswa.2017.08.017

  26. Benchmark and comparison of tracker-blockers: Should you trust them?
      Proceeding
      

      Traverso, Stefano; Trevisan, Martino; Giannantoni, Laura; Mellia, Marco; Metwalley, Hassan
      In: IEEE/IFIP Network Traffic Measurement and Analysis Conference (TMA)
      IEEE (STATI UNITI D'AMERICA)
      IEEE/IFIP Network Traffic Measurement and Analysis Conference (TMA) (Dublin, IE) 21-23 June 2017
      pp.9 (pp.1-9) ISBN:9783901882951 DOI:10.23919/TMA.2017.8002898

  27. Predicting Your Next Stop-over from Location-based Social Network Data with Recurrent Neural Networks
      Proceeding
      

      Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphaël; Baralis, ELENA MARIA
      In: CEUR WORKSHOP PROCEEDINGS
      CEUR
      RecTour@RecSys2017 (Como) 27/08/2017
      Vol.1906 pp.8

  28. Educational video services in universities: a systematic effectiveness analysis
      Proceeding
      

      Cagliero, Luca; Farinetti, Laura; Mezzalama, Marco; Venuto, Enrico; Baralis, ELENA MARIA
      In: 2017 IEEE Frontiers in Education Conference (FIE)
      IEEE
      2017 IEEE Frontiers in Education Conference (FIE 2017) (Indianapolis, Indiana (USA)) October 18 - 21, 2017
      Vol.1 pp.9 (pp.1-9) ISBN:9781509059201 DOI:10.1109/FIE.2017.8190709

  29. Adaptive schedulers for deadline-constrained content upload from mobile multihomed vehicles
      Proceeding
      

      SAFARI KHATOUNI, Ali; AJMONE MARSAN, Marco Giuseppe; Mellia, Marco; Rejaie, Reza
      In: IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN)
      IEEE (STATI UNITI D'AMERICA)
      IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN) (Osaka, JP) 11 july 2017
      pp.6 (pp.1-6) ISBN:9781538607282 DOI:10.1109/LANMAN.2017.7972140

  30. New Trends in Databases and Information Systems: Contributions from ADBIS 2017 workshops
      Proceeding
      

      Behrend, A.; Calvanese, D.; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Engels, C; Jean, S.; Kozmina, N.; Markho, B; Romero, O.; Vahdati, S.
      In: New Trends in Databases and Information Systems - {ADBIS} 2017 Short Papers and Workshops, AMSD, BigNovelTI, DAS, SW4CH, DC, Nicosia, Cyprus, September 24-27, 2017, Proceedings
      Springer (GERMANIA)
      New Trends in Databases and Information Systems - ADBIS 2017. Nicosia, Cyprus, September 24-27, 2017 (Nicosia) September 24-27, 2017
      pp.12 (pp.1-12) ISBN:9783319671611 DOI:10.1007/978-3-319-67162-8_13

  31. Transparent Data Mining for Big and Small Data
      Edited by
      

      Cerquitelli, Tania; Quercia, D.; Pasquale, F.
      STUDIES IN BIG DATA
      Springer (GERMANIA)
      Vol.32 pp.215 (pp.1-215) ISSN:2197-6503 ISBN:9783319540238

  32. Data miners' little helper: data transformation activity cues for cluster analysis on document collections
      Proceeding
      

      Cerquitelli, Tania; DI CORSO, Evelina; Ventura, Francesco; Chiusano, SILVIA ANNA
      In: Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics
      ACM (STATI UNITI D'AMERICA)
      Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics (Amantea) June 19-22, 2017
      pp.6 (pp.1-6) ISBN:9781450352253 DOI:10.1145/3102254.3102288

  33. Exploring energy certificates of buildings through unsupervised data mining techniques
      Proceeding
      

      DI CORSO, Evelina; Cerquitelli, Tania; Piscitelli, MARCO SAVINO; Capozzoli, Alfonso
      In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)
      IEEE Computer Society (STATI UNITI D'AMERICA)
      2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (Exeter, UK) 21-23 June 2017
      pp.8 (pp.991-998) ISBN:9781538630662 DOI:10.1109/iThings-GreenCom-CPSCom-SmartData.2017.152

  34. Unsupervised methodology to unveil content delivery network structures
      Patent
      

      Giordano, Danilo; Traverso, Stefano; Mellia, Marco; Grimaudo, Luigi; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi; Nucci, Antonio
      N.14/524566

  35. PAIN: A Passive Web Speed Indicator for ISPs
      Proceeding
      

      Trevisan, Martino; Drago, Idilio; Mellia, Marco
      In: Proceedings of the 2017 workshop on QoE-based Analysis and Management of Data Communication Networks
      ACM
      ACM SIGCOMM Workshop on QoE-based Analysis and Management of Data Communication Networks (Los Angeles, California, USA) August 21 - 25, 2017
      pp.6 DOI:10.1145/3098603.3098605

  36. Users’ Fingerprinting Techniques from TCP Traffic
      Proceeding
      

      Vassio, Luca; Giordano, Danilo; Trevisan, Martino; Mellia, Marco; Couto da Silva, Ana Paula
      In: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks
      ACM
      ACM SIGCOMM Workshop on Big Data Analytics and Machine Learning for Data Communication Networks (Los Angeles, California, USA) August 21 - 25, 2017
      pp.6 DOI:10.1145/3098593.3098602

  37. Discovering profitable stocks for intraday trading
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio
      INFORMATION SCIENCES
      Elsevier Inc.
      Vol.405 pp.16 (pp.91-106) ISSN:0020-0255 DOI:10.1016/j.ins.2017.04.013

  38. Test-driven summarization: combining formative assessment with teaching document summarization
      Proceeding
      

      Cagliero, Luca; Farinetti, Laura; Baralis, ELENA MARIA
      In: 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC)
      IEEE
      41st IEEE Computer Society International Conference on Computers, Software & Applications (COMPSAC 2017), Symposium on Computer Education & Learning Technologies (CELT) (Torino (Italy)) July 4 - 8, 2017
      Vol.1 pp.6 (pp.401-406) ISBN:9781538603673 DOI:10.1109/COMPSAC.2017.231

  39. Experimental validation of a massive educational service in a blended learning environment
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Farinetti, Laura; Mezzalama, Marco; Venuto, Enrico
      In: 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC)
      IEEE
      41st IEEE Computer Society International Conference on Computers, Software & Applications (COMPSAC 2017), Symposium on Computer Education & Learning Technologies (CELT) (Torino (Italy)) July 4 - 8, 2017
      Vol.1 pp.10 (pp.381-390) ISBN:9781538603673 DOI:10.1109/COMPSAC.2017.123

  40. Machine Learning and Big Data Methodologies for Network Traffic Monitoring
      Doctoral thesis
      

      Giordano, Danilo
      Politecnico di Torino
      DOI:10.6092/polito/porto/2668398

  41. Predicting large scale fine grain energy consumption
      Article
      

      Cerquitelli, Tania
      ENERGY PROCEDIA
      Elsevier
      Vol.111 pp.10 (pp.1079-1088) ISSN:1876-6102 DOI:10.1016/j.egypro.2017.03.271

  42. Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned
      Article
      

      Trevisan, Martino; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO
      IEEE COMMUNICATIONS MAGAZINE
      IEEE
      Vol.55 pp.7 (pp.163-169) ISSN:0163-6804 DOI:10.1109/MCOM.2017.1600756CM

  43. The Web, the Users, and the MOS: Influence of HTTP/2 on User Experience
      Proceeding
      

      Bocchi, Enrico; De Cicco, Luca; Mellia, Marco; Rossi, DARIO GIACOMO
      In: Lecture Notes in Computer Science, vol 10176
      Springer (PAESI BASSI)
      Passive and Active Measurement. PAM 2017 (Sydney, Australia) March 2017
      Vol.10176 pp.13 (pp.47-59) ISBN:9783319543277 DOI:10.1007/978-3-319-54328-4_4

  44. Self-tuning techniques for large scale cluster analysis on textual data collections
      Proceeding
      

      DI CORSO, Evelina; Cerquitelli, Tania; Ventura, Francesco
      In: Proceedings of the 32nd Annual ACM Symposium on Applied Computing, Marrakesh, Morocco, April 3rd-7th, 2017
      ACM (STATI UNITI D'AMERICA)
      ACM SIGAPP Symposium On Applied Computing (Marrakesh, Morocco) April 3rd-7th, 2017
      pp.6 (pp.1-6) DOI:10.1145/3019612.3019661

  45. Predicting critical conditions in bicycle sharing systems
      Article
      

      Cagliero, Luca; Chiusano, SILVIA ANNA; Cerquitelli, Tania; Garza, Paolo; Xiao, Xin
      COMPUTING
      Springer
      Vol.99 pp.19 (pp.39-57) ISSN:0010-485X DOI:10.1007/s00607-016-0505-x

  46. Personal Cloud Storage Benchmarks and Comparison
      Article
      

      Bocchi, Enrico; Drago, Idilio; Mellia, Marco
      IEEE TRANSACTIONS ON CLOUD COMPUTING
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.5 pp.14 (pp.751-764) ISSN:2168-7161 DOI:10.1109/TCC.2015.2427191

  2016

  1. Sociologia di Whatsapp e Snapchat: nuove tendenze nei giovanissimi tra retroscena ed effimero
     Book chapter
     

     Tipaldo, Giuseppe
     La dieta digitale: lo stile di vita dei nostri ragazzi
     Corecom Piemonte, AGCOM
     pp.14 (pp.41-54)

  2. DeCoClu: Density consensus clustering approach for public transport data
     Article
     

     Fiori, A.; Mignone, A.; Rospo, G.
     INFORMATION SCIENCES
     ELSEVIER SCIENCE INC
     Vol.328 pp.11 (pp.378-388) ISSN:0020-0255 DOI:10.1016/j.ins.2015.08.054

  3. METODO PER L’ESPLORAZIONE DI TRACCE PASSIVE DI TRAFFICO E RAGGRUPPAMENTO DI URL SIMILI
     Patent
     

     Mellia, M; Metwalley, H; Bocchi, E.; Morichetta, A.
     N.102016000091521

  4. Automatic parsing of binary-based application protocols using network traffic
     Patent
     

     Bermudez, Ignacio; Iliofotou, Marios; Mellia, Marco; Keralapura, Ram; Munafo', MAURIZIO MATTEO
     N.US009473380

  5. On the Analysis of Internet Paths with DisNETPerf, a Distributed Paths Performance Analyzer
     Proceeding
     

     Wassermann, Sarah; Casas, Pedro; Donnet, Benoit; Leduc, Guy; Mellia, Marco
     In: Local Computer Networks Workshops (LCN Workshops), 2016 IEEE 41st Conference on
     IEEE
     IEEE 41st Conference on Local Computer Networks Workshops (LCN Workshops), 2016 (Dubai, UAE) November 2016
     pp.8 (pp.72-79) ISBN:9781509023479 DOI:10.1109/LCN.2016.031

  6. Quality of Service monitoring adopting correlation among active and passive measurements: The experience from the FP7 mPlane project
     Proceeding
     

     Mellia, Marco; Traverso, Stefano; Tego, E.; Rufini, A.; Valenti, A.; Matera, F.; Scarpino, M.; Kahveci, A. E.; Invernizzi, F.
     In: 2016 17th International Telecommunications Network Strategy and Planning Symposium, Networks 2016 - Conference Proceedings
     Institute of Electrical and Electronics Engineers Inc. (STATI UNITI D'AMERICA)
     17th International Telecommunications Network Strategy and Planning Symposium, Networks 2016 (Montreal, CA) September 2016
     pp.6 (pp.176-181) ISBN:9781467389914 DOI:10.1109/NETWKS.2016.7751172

  7. CLUE: Clustering for Mining Web URLs
     Proceeding
     

     Morichetta, Andrea; Bocchi, Enrico; Metwalley, Hassan; Mellia, Marco
     In: International Teletraffic Congress
     IEEE (STATI UNITI D'AMERICA)
     28th International Teletraffic Congress (ITC 28), 2016 (Wurzburg, DE) September 2016
     pp.9 (pp.286-294) ISBN:9780988304512 DOI:10.1109/ITC-28.2016.146

  8. BGPStream: A Software Framework for Live and Historical BGP Data Analysis
     Proceeding
     

     Orsini, Chiara; King, Alistair; Giordano, Danilo; Giotsas, Vasileios; Dainotti, Alberto
     In: Proceedings of the 2016 ACM on Internet Measurement Conference
     ACM (STATI UNITI D'AMERICA)
     Internet Measurement Conference (Santa Monica, California, USA) November 14 - 16, 2016
     pp.16 (pp.429-444) ISBN:9781450345262 DOI:10.1145/2987443.2987482

  9. New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, Proceedings
     Edited by
     

     Ivanovic, Mirjana; Thalheim, Bernhard; Catania, Barbara; Schewe, Klaus Dieter; Kirikova, Marite; Saloun, Petr; Dahanayake, Ajantha; Cerquitelli, Tania; Baralis, ELENA MARIA; Michiardi, Pietro
     Springer (GERMANIA)
     Vol.637 pp.244 (pp.1-244) ISBN:9783319440651

  10. Supporting stock trading in multiple foreign markets: a multilingual news summarization approach
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania
      In: Proceedings of the Second International Workshop on Data Science for Macro-Modeling (DSMM@SIGMOD 2016) co-located with the 2016 ACM SIGMOD/PODS Conference
      ACM (STATI UNITI D'AMERICA)
      Second International Workshop on Data Science for Macro-Modeling (DSMM@SIGMOD 2016) co-located with the 2016 ACM SIGMOD/PODS Conference (San Francisco, CA, USA) 26 giugno 2016 - 1 luglio 2016
      Vol.3 pp.6 (pp.1-6) ISBN:9781450344074 DOI:10.1145/2951894

  11. Data mining for better healthcare: A path towards automated data analysis?
      Proceeding
      

      Cerquitelli, Tania; Baralis, Elena; Morra, Lia; Chiusano, Silvia
      In: 2016 IEEE 32nd International Conference on Data Engineering Workshops, ICDEW 2016
      Institute of Electrical and Electronics Engineers Inc.
      32nd IEEE International Conference on Data Engineering Workshops, ICDEW 2016 (Helsinkin) 2016
      pp.4 (pp.60-63) ISBN:9781509021086 DOI:10.1109/ICDEW.2016.7495617

  12. Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis
      Proceeding
      

      Casas, Pedro; D'Alconzo, Alessandro; Zseby, Tanja; Mellia, Marco
      In: Proceeding LANCOMM '16 Proceedings of the 2016 workshop on Fostering Latin-American Research in Data Communication Networks
      ACM (STATI UNITI D'AMERICA)
      ACM SIGCOMM workshop on Fostering Latin-American Research in Data Communication Networks (Florianopolis, Brazil) August 2016
      pp.3 (pp.1-3) ISBN:9781450344265 DOI:10.1145/2940116.2940117

  13. An Educated Guess on QoE in Operational Networks through Large-Scale Measurements
      Proceeding
      

      Casas, Pedro; Gardlo, Bruno; Schatz, Raimund; Mellia, Marco
      In: Proceeding Internet-QoE '16 Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks
      ACM (STATI UNITI D'AMERICA)
      ACM SIGCOMM workshop on QoE-based Analysis and Management of Data Communication Networks (Florianopolis, Brazil) August 2016
      pp.6 (pp.-1) ISBN:9781450344258 DOI:10.1145/2940136.2940137

  14. Impact of Access Line Capacity on Adaptive Video Streaming Quality - A Passive Perspective
      Proceeding
      

      Trevisan, Martino; Drago, Idilio; Mellia, Marco
      In: Proceedings of the 2016 Workshop on QoE-based Analysis and Management of Data Communication Networks
      ACM (STATI UNITI D'AMERICA)
      Internet-QoE '16 - ACM SIGCOMM Workshop on QoE-based Analysis and Management of Data Communication Networks (Florianopolis, Brasil) August 2016
      pp.6 (pp.7-12) ISBN:9781450344258 DOI:10.1145/2940136.2940139

  15. CrowdSurf: Empowering Informed Choices in the Web
      Proceeding
      

      Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, S.; Baldi, Mario
      In: ACM SIGCOMM 2016
      ACM
      ACM SIGCOMM 2016 (Florianópolis) Agosto
      pp.8 (pp.5-12)

  16. WHAT: A Big Data Approach for Accounting of Modern Web Services
      Proceeding
      

      Trevisan, Martino; Drago, Idilio; Mellia, Marco; H. H., Song; Baldi, Mario
      In: 2016 IEEE International Conference on Big Data (Big Data)
      IEEE (STATI UNITI D'AMERICA)
      IEEE Workshop on Big Data and Machine Learning in Telecom (BMLIT) (Washington) December 2016
      pp.6 (pp.2740-2745) ISBN:9781467390057 DOI:10.1109/BigData.2016.7840921

  17. Detecting user actions from HTTP traces: Toward an automatic approach
      Proceeding
      

      Vassio, Luca; Drago, Idilio; Mellia, Marco
      In: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International
      IEEE (STATI UNITI D'AMERICA)
      7th International Workshop on TRaffic Analysis and Characterization (Paphos, Cyprus) September 2016
      pp.6 (pp.50-55) ISBN:9781509003044 DOI:10.1109/IWCMC.2016.7577032

  18. Towards web service classification using addresses and DNS
      Proceeding
      

      Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO
      In: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International
      IEEE (STATI UNITI D'AMERICA)
      7th International Workshop on TRaffic Analysis and Characterization (Paphos, Cyprus) September 2016
      pp.6 (pp.38-43) ISBN:9781509003044 DOI:10.1109/IWCMC.2016.7577030

  19. A study of the impact of DNS resolvers on CDN performance using a causal approach
      Article
      

      Hours, Hadrien; Biersack, Ernst; Loiseau, Patrick; Finamore, Alessandro; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.109 pp.11 (pp.200-210) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.06.023

  20. Workload models and performance evaluation of cloud storage services
      Article
      

      Gonçalves, Glauber D; Drago, Idilio; Vieira, Alex B.; COUTO DA SILVA, ANA PAULA; Almeida, Jussara M.; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.109 pp.17 (pp.183-199) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.03.024

  21. MAGMA network behavior classifier for malware traffic
      Article
      

      Bocchi, Enrico; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Saha, Sabyasachi; Miskovic, Stanislav; Modelo Howard, Gaspar; Lee, Sung Ju
      COMPUTER NETWORKS
      Elsevier
      Vol.109 pp.15 (pp.142-156) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.03.021

  22. Enhancing energy efficiency in buildings through innovative data analytics technologies
      Book chapter
      

      Capozzoli, Alfonso; Cerquitelli, Tania; Piscitelli, MARCO SAVINO
      Pervasive Computing Next Generation Platforms for Intelligent Data Collection
      Academic Press (STATI UNITI D'AMERICA)
      pp.37 (pp.353-389) ISBN:9780128036631 DOI:10.1016/B978-0-12-803663-1.00011-5

  23. Performance comparison and optimization of ICN prototypes
      Proceeding
      

      SAFARI KHATOUNI, Ali; Mellia, Marco; Venturini, Luca; Gallo, Massimo; Perino, Diego
      In: Proceedings of the Information Centric Networking Solutions for Real World Applications Workshop
      IEEE (STATI UNITI D'AMERICA)
      Information Centric Networking Solutions for Real World Applications Workshop co-located with the 2016 IEEE Global Communications Conference (Washington DC (USA)) December 8, 2016
      pp.6 ISBN:9781509024827 DOI:10.1109/GLOCOMW.2016.7848997

  24. A spectral analysis of crimes in San Francisco
      Proceeding
      

      Venturini, Luca; Baralis, ELENA MARIA
      In: Proceedings of the 2nd International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics
      ACM
      UrbanGIS 16 (Burlingame, California (USA)) October 31 - 31, 2016
      pp.4 ISBN:9781450345835 DOI:10.1145/3007540.3007544

  25. Reducing big data by means of context-aware tailoring
      Proceeding
      

      Garza, Paolo; Quintarelli, Elisa; Rabosio, Emanuele; Tanca, Letizia
      In: Proceedings of the 20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 and Workshop on 3rd International Workshop on Big Data Applications and Principles, BigDap 2016, 2nd Workshop on Data-Centered Smart Applications, DCSA 2016, Workshop on Doctoral Consortium, DC 2016
      Springer Verlag
      20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 and Workshop on 3rd International Workshop on Big Data Applications and Principles, BigDap 2016, 2nd Workshop on Data-Centered Smart Applications, DCSA 2016, Workshop on Doctoral Consortium, DC 2016 (Prague) August 28-31, 2016
      Vol.637 pp.13 (pp.115-127) ISBN:9783319440651 DOI:10.1007/978-3-319-44066-8_13

  26. Discovering users with similar internet access performance through cluster analysis
      Article
      

      Cerquitelli, Tania; Servetti, Antonio; Masala, Enrico
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.64 pp.13 (pp.536-548) ISSN:0957-4174 DOI:10.1016/j.eswa.2016.08.025

  27. MONROE, a distributed platform to measure and assess mobile broadband networks
      Proceeding
      

      Alay, Özgü; Hansen, Audun; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Monno, Roberto; Lonsethagen, Hakon; Lutu, Andra; García, Rafael; Peón Quirós, Miguel; Mancuso, Vincenzo; Hirsch, Thomas; Dely, Tobias; Werme, Jonas; Evensen, Kristian
      In: Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation, and Characterization
      ACM (STATI UNITI D'AMERICA)
      Proceeding WiNTECH '16 (New York) 3 October 2016
      pp.2 (pp.85-86) ISBN:9781450342520 DOI:10.1145/2980159.2980172

  28. DBStream: A holistic approach to large-scale network traffic monitoring and analysis
      Article
      

      Baer, Arian; Casas, Pedro; D'Alconzo, Alessandro; Fiadino, Pierdomenico; Golab, Lukasz; Mellia, Marco; Schikuta, Erich
      COMPUTER NETWORKS
      Elsevier
      Vol.107 pp.15 (pp.5-19) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.04.020

  29. Statistical network monitoring: Methodology and application to carrier-grade NAT
      Article
      

      Bocchi, Enrico; SAFARI KHATOUNI, Ali; Traverso, Stefano; Finamore, Alessandro; Munafo', MAURIZIO MATTEO; Mellia, Marco; Rossi, DARIO GIACOMO
      COMPUTER NETWORKS
      Elsevier
      Vol.107 pp.16 (pp.20-35) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.06.018

  30. A First Characterization of Anycast Traffic from Passive Traces
      Proceeding
      

      Giordano, Danilo; Cicalese, Danilo; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Joumblatt, Diana Zeaiterl; Rossi, Dario
      In: Traffic Monitoring and Analysis workshop (TMA)
      IFIP
      Traffic Monitoring and Analysis workshop (TMA) (Louvain La Neuve, BE) April 2016
      pp.8 (pp.1-8)

  31. Discovering air quality patterns in urban environments
      Proceeding
      

      Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Ricupero, Giuseppe
      In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct
      ACM (STATI UNITI D'AMERICA)
      2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct (UbiComp '16) (Heidelberg (Germany)) 12-16 Settembre 2016
      pp.4 (pp.25-28) ISBN:9781450344623 DOI:10.1145/2968219.2971458

  32. BAC: A bagged associative classifier for big data frameworks
      Proceeding
      

      Venturini, Luca; Garza, Paolo; Apiletti, Daniele
      In: Communications in Computer and Information Science
      Springer Verlag
      3rd International Workshop on Big Data Applications and Principles, BigDap 2016, co-located with the 20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 (Prague, Czech Republic) 28-8-2016
      Vol.637 pp.10 (pp.137-146) ISBN:9783319440651 DOI:10.1007/978-3-319-44066-8_15

  33. SaFe-NeC: A scalable and flexible system for network data characterization
      Proceeding
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Venturini, Luca
      In: Proceedings of the NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium
      Institute of Electrical and Electronics Engineers Inc.
      2016 IEEE/IFIP Network Operations and Management Symposium, NOMS 2016 (Istanbul (Turkey)) 2016
      pp.5 (pp.812-816) ISBN:9781509002238 DOI:10.1109/NOMS.2016.7502905

  34. Measuring and assessing mobile broadband networks with MONROE
      Proceeding
      

      Alay, Ozgu; Lutu, Andra; Garcia, Rafael; Peon Quiros, Miguel; Mancuso, Vincenzo; Hirsch, Thomas; Dely, Tobias; Werme, Jonas; Evensen, Kristian; Hansen, Audun; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Monno, Roberto; Lonsethagen, Hakon
      In: WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks
      Institute of Electrical and Electronics Engineers Inc. (STATI UNITI D'AMERICA)
      17th International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2016 (Coimbra) june 2016
      pp.3 (pp.1-3) ISBN:9781509021857 DOI:10.1109/WoWMoM.2016.7523537

  35. SeLINA: a Self-Learning Insightful Network Analyzer
      Article
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, Danilo; Mellia, Marco; Venturini, Luca
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.13 pp.15 (pp.696-710) ISSN:1932-4537 DOI:10.1109/TNSM.2016.2597443

  36. Delay tolerant video upload from public vehicles
      Proceeding
      

      SAFARI KHATOUNI, Ali; AJMONE MARSAN, Marco Giuseppe; Mellia, Marco
      In: Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on
      ieeE - INST ELECTRICAL ELECTRONICS ENGINEERS INCe (STATI UNITI D'AMERICA)
      Smart Cities and Urban Computing (SmartCity 2016) (San Francisco) April 2016
      pp.6 (pp.213-218) ISBN:9781467399555 DOI:10.1109/INFCOMW.2016.7562074

  37. Video upload from public transport vehicles using multihomed systems
      Proceeding
      

      SAFARI KHATOUNI, Ali; AJMONE MARSAN, Marco Giuseppe; Mellia, Marco
      In: Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on (San Francisco) April 2016
      pp.2 (pp.306-307) DOI:10.1109/INFCOMW.2016.7562091

  38. The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios
      Book chapter
      

      Vassio, Luca; Metwalley, Hassan; Giordano, Danilo
      LECTURE NOTES IN INFORMATION SYSTEMS AND ORGANISATION
      Blurring the Boundaries Through Digital Innovation: Individual, Organizational, and Societal Challenges
      Springer International Publishing
      Vol.19 pp.11 (pp.119-129) ISSN:2195-4968 ISBN:9783319389745 DOI:10.1007/978-3-319-38974-5_10

  39. Network interface power management and TCP congestion control: a troubled marriage
      Article
      

      Panarello, Carla; Lombardo, Alfio; Schembra, Giovanni; Meo, Michela; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe
      AUSTRALIAN JOURNAL OF ELECTRICAL & ELECTRONICS ENGINEERING
      Taylor Francis
      Vol.13 pp.10 (pp.67-76) ISSN:1448-837X DOI:10.1080/1448837X.2015.1093678

  40. Supporting the analysis of urban data through NOSQL technologies
      Proceeding
      

      Attanasio, Antonio; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      In: Proceedings of the 7th International Conference on Information, Intelligence, Systems and Applications (IISA)
      IEEE
      The 7th International Conference on Information, Intelligence, Systems and Applications (Chalkidiki, Greece) 13-15 July, 2016
      pp.6 (pp.1-6)

  41. Analyzing Air Pollution on the Urban Environment
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Kavoosifar, MOHAMMAD REZA
      In: Proceedings of the 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2016
      IEEE
      Proceedings of the 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2016 (Opatija) 30 maggio - 3giugno 2016
      pp.6 (pp.1464-1469) ISBN:9789532330861 DOI:10.1109/MIPRO.2016.7522370

  42. Towards automatic protocol field inference
      Article
      

      Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO
      COMPUTER COMMUNICATIONS
      Elsevier
      Vol.84 pp.12 (pp.40-51) ISSN:0140-3664 DOI:10.1016/j.comcom.2016.02.015

  43. Learning from summaries: supporting e-learning activities by means of document summarization
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca
      IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
      IEEE
      Vol.4 pp.13 (pp.416-428) ISSN:2168-6750 DOI:10.1109/TETC.2015.2493338

  44. Unveiling network and service performance degradation in the wild with mplane
      Article
      

      Casas, Pedro; Fiadino, Pierdomenico; Wassermann, Sarah; Traverso, Stefano; D'Alconzo, Alessandro; Tego, Edion; Matera, Francesco; Mellia, Marco
      IEEE COMMUNICATIONS MAGAZINE
      Institute of Electrical and Electronics Engineers Inc.
      Vol.54 pp.9 (pp.71-79) ISSN:0163-6804 DOI:10.1109/MCOM.2016.7432151

  45. A hybrid ABC for expensive optimizations: CEC 2016 competition benchmark
      Proceeding
      

      Ampellio, Enrico; Vassio, Luca
      In: 2016 IEEE Congress on Evolutionary Computation (CEC)
      IEEE
      2016 IEEE Congress on Evolutionary Computation (Vancouver, Canada) 24-29 July 2016
      pp.8 (pp.1157-1164) ISBN:9781509006236 DOI:10.1109/CEC.2016.7743918

  46. Turbomachinery design by a swarm-based optimization method coupled with a CFD solver
      Article
      

      Ampellio, Enrico; Bertini, Francesco; Ferrero, Andrea; Larocca, Francesco; Vassio, Luca
      ADVANCES IN AIRCRAFT AND SPACECRAFT SCIENCE
      Techno-Press
      Vol.3 pp.22 (pp.149-170) ISSN:2287-528X DOI:10.12989/aas.2016.3.2.149

  47. A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses
      Article
      

      Ampellio, Enrico; Vassio, Luca
      SWARM INTELLIGENCE
      Springer New York LLC
      Vol.10 pp.23 (pp.99-121) ISSN:1935-3812 DOI:10.1007/s11721-016-0121-6

  48. Experiences of Cloud Storage Service Monitoring: Performance Assessment and Comparison
      Proceeding
      

      Bocchi, Enrico; Drago, Idilio; Mellia, Marco
      In: Cloud Services for Synchronisation and Sharing (CS3)
      ETH Zurich (SVIZZERA)
      CS3: Cloud Storage Services for Novel Applications and Workflows (Zurich) January 2016
      Vol.Cloud Services for Synchronisation and Sharing (CS3) pp.1 DOI:10.5281/zenodo.44783

  49. Characterization and search of web services through intensional knowledge
      Article
      

      Bianchini, Devis; Garza, Paolo; Quintarelli, Elisa
      JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
      Springer
      Vol.47 pp.27 (pp.375-401) ISSN:0925-9902 DOI:10.1007/s10844-015-0369-0

  50. Modeling correlations among air pollution-related data through generalized association rules
      Proceeding
      

      Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Ricupero, Giuseppe; Xiao, Xin
      In: Proceedings of the Second International Workshop on Sensors and Smart Cities (SSC)
      IEEE (STATI UNITI D'AMERICA)
      Proceedings of the Second International Workshop on Sensors and Smart Cities (SSC) co-located with the 2nd IEEE International Conference on Smart Computing (St. Louis (Missouri)) 18-20 maggio 2016
      pp.6 (pp.1-6) ISBN:9781509008988 DOI:10.1109/SMARTCOMP.2016.7501707

  51. Characterizing Thermal Energy Consumption through Exploratory Data Mining Algorithms
      Proceeding
      

      Cerquitelli, Tania; DI CORSO, Evelina
      In: Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference (EDBT/ICDT 2016) Bordeaux, France, March 15, 2016.
      CEUR Workshop Proceedings (CEUR-WS.org)
      5th workshop on Energy Data Management (Bordeaux, France.) March 15, 2016.
      Vol.Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, EDBT/ICDT Workshops 2016, Bordeaux, France, March 15, 2016 pp.8 (pp.1-8)

  52. Using Passive Measurements to Demystify Online Trackers
      Article
      

      Metwalley, Hassan; Traverso, Stefano; Mellia, Marco
      COMPUTER
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.49 pp.6 (pp.50-55) ISSN:0018-9162 DOI:10.1109/MC.2016.74

  53. Exploiting clustering algorithms in a multiple-level fashion: A comparative study in the medical care scenario
      Article
      

      Cerquitelli, Tania; Chiusano, SILVIA ANNA; Xiao, Xin
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.55 pp.16 (pp.297-312) ISSN:0957-4174 DOI:10.1016/j.eswa.2016.02.005

  2015

  1. Il giornalista nel pallone. Il racconto del calcio nell'era dei «Big Data»
     Article
     

     Tipaldo, Giuseppe; M, Gritti
     PROBLEMI DELL'INFORMAZIONE
     Il Mulino
     Vol.1/2015 pp.22 (pp.35-56) ISSN:0390-5195

  2. Nimby: please read this instruction sheet carefully before use
     Book chapter
     

     Tipaldo, Giuseppe
     Energy and Society. Public opinion, policies and sustainable development
     AuthorHouse
     pp.31 (pp.100-130) ISBN:9781504953078

  3. Apriti scienza
     Book
     

     Scamuzzi, Sergio; Tipaldo, Giuseppe
     PERCORSI. SOCIOLOGIA
     Il Mulino
     pp.286 (pp.1-286) ISBN:9788815257529

  4. Comunicare la scienza
     Book chapter
     

     Tipaldo, G.; Carriero, R.
     PERCORSI. SOCIOLOGIA
     Apriti scienza. Il presente e il futuro della comunicazione della scienza in Italia tra vincoli e nuove sfide
     Il Mulino (ITALIA)
     pp.58 (pp.29-86) ISBN:9788815257529

  5. Quando la scienza trema: scienza, pseudoscienza, politica e media nel terremoto dell’Aquila
     Book chapter
     

     Tipaldo, G.
     LA SOCIETÀ / SAGGI E STUDI
     Terremoti, Comunicazione, Diritto
     Franco Angeli
     Vol.193 pp.17 (pp.203-219) ISBN:9788891712714

  6. Introduzione. Domande e disegno della ricerca
     Book chapter
     

     Scamuzzi, S.; Tipaldo, G.
     PERCORSI. SOCIOLOGIA
     Apriti scienza. Il presente e il futuro della comunicazione della scienza in Italia tra vincoli e nuove sfide
     Il Mulino (ITALIA)
     pp.22 (pp.7-28) ISBN:9788815257529

  7. YouLighter
     Proceeding
     

     Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi
     In: Titolo volume non avvalorato
     IFIP
     7th International Workshop on Traffic Monitoring and Analysis (TMA) (Barcellona) April 23 - 24, 2015
     

  8. What has Worked and What Won't Work in Crowdsourcing
     Proceeding
     

     Clark, David; Texeira, Renata; Mellia, Marco
     In: Proceedings of the 2015 ACM SIGCOMM Workshop on Crowdsourcing and Crowdsharing of Big (Internet) Data
     ACM (STATI UNITI D'AMERICA)
     Proceeding C2B(1)D '15 (London) August 2015
     pp.1 ISBN:9781450335393 DOI:10.1145/2787394.2790462

  9. Unsupervised Detection of Web Trackers
     Proceeding
     

     Metwalley, Hassan; Traverso, Stefano; Mellia, Marco
     In: 2015 IEEE Global Communications Conference (GLOBECOM)
     IEEE (STATI UNITI D'AMERICA)
     IEEE Globecom 2015 (San Diego, CA) Dicembre 1025
     pp.6 (pp.1-6) ISBN:9781479959525 DOI:10.1109/GLOCOM.2015.7417499

  10. Exploring Browsing Habits of Internauts
      Proceeding
      

      Giordano, Danilo; Traverso, Stefano; Mellia, Marco
      In: AINTEC '15 Proceedings of the Asian Internet Engineering Conference
      ACM (STATI UNITI D'AMERICA)
      ACM Asian Internet Engineering Conference 2015 (Bangkok, Thailand) 18 November 2015
      pp.8 (pp.54-61) ISBN:9781450339148 DOI:10.1145/2837030.2837038

  11. YouLighter: A Cognitive Approach to Unveil YouTube CDN and Changes
      Article
      

      Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi
      IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
      IEEE
      Vol.1 pp.14 (pp.161-174) ISSN:2332-7731 DOI:10.1109/TCCN.2016.2517004

  12. A review of scalable approaches for frequent itemset mining
      Proceeding
      

      Apiletti, Daniele; Garza, Paolo; Pulvirenti, Fabio
      In: Communications in Computer and Information Science
      Springer Verlag
      19th East-European Conference on Advances in Databases and Information Systems, ADBIS 2015 2015
      Vol.539 pp.5 (pp.243-247) ISBN:9783319232003 DOI:10.1007/978-3-319-23201-0_27

  13. PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data
      Proceeding
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Michiardi, Pietro; Pulvirenti, Fabio
      In: The 3rd International Workshop on High Dimensional Data Mining (HDM’15)
      IEEE
      The 3rd International Workshop on High Dimensional Data Mining (HDM’15) (Atlantic City, NJ, USA) 14 November 2015
      pp.8 (pp.839-846) ISBN:9781467384933 DOI:10.1109/ICDMW.2015.18

  14. PaWI: Parallel Weighted Itemset Mining by means of MapReduce
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Garza, Paolo; Grimaudo, Luigi
      In: Proceedings of the 2015 IEEE International Congress on Big Data
      IEEE Computer Society (STATI UNITI D'AMERICA)
      2015 IEEE International Congress on Big Data (New York (USA)) 26-30 giugno 2015
      Vol.Proceedings of the 2015 IEEE International Congress on Big Data pp.8 (pp.25-32) ISBN:9781467372787 DOI:10.1109/BigDataCongress.2015.14

  15. Reducing the search space in ontology alignment using clustering techniques and topic identification
      Proceeding
      

      Chiatti, Agnese; Dragisic, Zlatan; Cerquitelli, Tania; Lambrix, Patrick
      In: Proceedings of the 8th International Conference on Knowledge Capture, {K-CAP} 2015, Palisades, NY, USA, October 7-10, 2015
      ACM (STATI UNITI D'AMERICA)
      8th International Conference on Knowledge Capture, {K-CAP} 2015 (Palisades, NY, USA) October 7-10, 2015
      Vol.21 pp.4 (pp.1-4) ISBN:9781450338493 DOI:10.1145/2815833.2816959

  16. Generation and evaluation of summaries of academic teaching materials
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Farinetti, Laura
      In: Proceedings of the IEEE 39th Annual Computer Software and Applications Conference (COMPSAC), 2015
      IEEE Computer Society (STATI UNITI D'AMERICA)
      Computer Software and Applications Conference (COMPSAC), 2015 IEEE 39th Annual (Taichung (Taiwan)) 1-5 luglio 2015
      Vol.2 pp.6 (pp.881-886) ISBN:9781467365635 DOI:10.1109/COMPSAC.2015.15

  17. Predicting cardiopulmonary response to incremental exercise test
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Giordano, Andrea; Mezzani, Alessandro; Susta, Davide; Xiao, Xin
      In: 28th {IEEE} International Symposium on Computer-Based Medical Systems, {CBMS} 2015, Sao Carlos, Brazil, June 22-25, 2015
      Institute of Electrical and Electronics Engineers Inc. (STATI UNITI D'AMERICA)
      28th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2015 (University of Sao Paulo, bra) 2015
      Vol.2015- pp.6 (pp.135-140) ISBN:9781467367752 DOI:10.1109/CBMS.2015.60

  18. Systematic Mining of Associated Server Herds for Malware Campaign Discovery
      Proceeding
      

      Zhang, Jialong; Saha, Sabyasachi; Gu, Guofei; Lee, Sung Ju; Mellia, Marco
      In: Proceedings - International Conference on Distributed Computing Systems
      Institute of Electrical and Electronics Engineers Inc.
      35th IEEE International Conference on Distributed Computing Systems, ICDCS 2015 (Columbus, OH) June 2015
      Vol.2015- pp.12 (pp.630-641) ISBN:9781467372145 DOI:10.1109/ICDCS.2015.70

  19. Automatic protocol field inference for deeper protocol understanding
      Proceeding
      

      Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO
      In: Proceedings of 2015 14th IFIP Networking Conference, IFIP Networking 2015
      Institute of Electrical and Electronics Engineers Inc.
      2015 14th IFIP Networking Conference, IFIP Networking 2015 (Toulouse, FR) May 2015
      pp.9 (pp.1-9) ISBN:9783901882685 DOI:10.1109/IFIPNetworking.2015.7145307

  20. Personal cloud storage: Usage, performance and impact of terminals
      Proceeding
      

      Bocchi, Enrico; Drago, Idilio; Mellia, Marco
      In: IEEE 4th International Conference on Cloud Networking (CloudNet)
      IEEE (STATI UNITI D'AMERICA)
      IEEE 4th International Conference on Cloud Networking (CloudNet) (Niagara Falls, ON) October 2015
      pp.6 (pp.106-111) ISBN:9781467395014 DOI:10.1109/CloudNet.2015.7335291

  21. CrowdSurf: Empowering Transparency in the Web
      Article
      

      Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, Stanislav; Baldi, Mario
      COMPUTER COMMUNICATION REVIEW
      ACM
      Vol.45 pp.8 (pp.5-12) ISSN:0146-4833 DOI:10.1145/2831347.2831349

  22. Leveraging client-side DNS failure patterns to identify malicious behaviors
      Proceeding
      

      Pengkui Luo, Null; Torres, Ruben; Zhi Li Zhang, Null; Saha, Sabyasachi; Sung Ju Lee, Null; Nucci, Antonio; Mellia, Marco
      In: IEEE Conference on Communications and Network Security (CNS)
      IEEE Conference on Communications and Network Security (CNS) (Florence, IT) September 2015
      pp.9 (pp.406-414) ISBN:9781467378765 DOI:10.1109/CNS.2015.7346852

  23. YouLighter: An Unsupervised Methodology to Unveil YouTube CDN Changes
      Proceeding
      

      Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi
      In: 27th International Teletraffic Congress (ITC 27)
      27th International Teletraffic Congress (ITC 27) (Gent, BE) September 2015
      pp.9 (pp.19-27) ISBN:9781467384223 DOI:10.1109/ITC.2015.10

  24. A Study of the Impact of DNS Resolvers on Performance Using a Causal Approach
      Proceeding
      

      Hours, Hadrien; Biersack, Ernst; Loiseau, Patrick; Finamore, Alessandro; Mellia, Marco
      In: 27th International Teletraffic Congress (ITC 27)
      27th International Teletraffic Congress (ITC 27) (Gent, BE) September 2015
      pp.9 (pp.10-18) ISBN:9781467384223 DOI:10.1109/ITC.2015.9

  25. Automatic parsing of text-based application protocols using network traffic data
      Patent
      

      Iliofotou, M.; Keralapura, R.; Mellia, Marco; Bermudez, I.
      N.US 9,100,326 B1

  26. Detecting malicious activities with user-agent-based profiles
      Article
      

      Zhang, Yang; Mekky, Hesham; Zhang, Zhi Li; Torres, Ruben; Lee, Sung Ju; Tongaonkar, Alok; Mellia, Marco
      INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
      John Wiley and Sons Ltd
      Vol.25 pp.14 (pp.306-319) ISSN:1055-7148 DOI:10.1002/nem.1900

  27. Impact of Carrier-Grade NAT on web browsing
      Proceeding
      

      Bocchi, Enrico; SAFARI KHATOUNI, Ali; Traverso, Stefano; Finamore, Alessandro; DI GENNARO, Valeria; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO
      In: 6th International Workshop on TRaffic Analysis and Characterization (TRAC 2015)
      IEEE (STATI UNITI D'AMERICA)
      Wireless Communications and Mobile Computing Conference (IWCMC) (Dubrovnik) August 2015
      pp.6 (pp.532-537) ISBN:9781479953448 DOI:10.1109/IWCMC.2015.7289140

  28. Network Connectivity Graph for Malicious Traffic Dissection
      Proceeding
      

      Bocchi, Enrico; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Saha, Sabyasachi; Miskovic, Stanislav; Modelo Howard, Gaspar; Lee, Sung Ju
      In: 24th International Conference on Computer Communication and Networks (ICCCN)
      24th International Conference on Computer Communication and Networks (ICCCN) (Las Vegas, NE) august 2015
      pp.9 (pp.1-9) ISBN:9781479999644 DOI:10.1109/ICCCN.2015.7288435

  29. Crowdsourced network measurements: Benefits and best practices
      Article
      

      Hirth, Matthias; Hoßfeld, Tobias; Mellia, Marco; Schwartz, Christian; Lehrieder, Frank
      COMPUTER NETWORKS
      Elsevier
      Vol.90 pp.14 (pp.85-98) ISSN:1389-1286 DOI:10.1016/j.comnet.2015.07.003

  30. Macroscopic view of malware in home networks
      Proceeding
      

      Finamore, Alessandro; Saha, Sabyasachi; Modelo Howard, Gaspar; Lee, Sung Ju; Bocchi, Enrico; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA
      In: 2015 12th Annual IEEE Consumer Communications and Networking Conference, CCNC 2015
      Institute of Electrical and Electronics Engineers Inc.
      2015 12th Annual IEEE Consumer Communications and Networking Conference, CCNC 2015 (usa) 2015
      pp.5 (pp.262-266) ISBN:9781479963904 DOI:10.1109/CCNC.2015.7157987

  31. MWI-sum: A multilingual summarizer based on frequent weighted itemsets
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Garza, Paolo
      ACM TRANSACTIONS ON INFORMATION SYSTEMS
      ACM
      Vol.34 pp.35 (pp.1-35) ISSN:1046-8188 DOI:10.1145/2809786

  32. Energy Signature Analysis: Knowledge at Your Fingertips
      Proceeding
      

      Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Bottaccioli, Lorenzo; Castagnetti, Federico Boni; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Martellacci, Dario; Patti, Edoardo
      In: proceedings of IEEE International Congress on Big Data (BigData Congress) 2015
      IEEE
      IEEE International Congress on Big Data (BigData Congress) 2015 (New York, USA) 27 June 2015 - 2 July 2015
      pp.8 (pp.543-550) ISBN:9781467372787 DOI:10.1109/BigDataCongress.2015.85

  33. Digging deep into weighted patient data through multiple-level patterns
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo
      INFORMATION SCIENCES
      Elsevier
      Vol.322 pp.21 (pp.51-71) ISSN:0020-0255 DOI:10.1016/j.ins.2015.06.006

  34. Pattern Set Mining with Schema-based Constraint
      Article
      

      Cagliero, Luca; Chiusano, SILVIA ANNA; Garza, Paolo; Bruno, Giulia
      KNOWLEDGE-BASED SYSTEMS
      Elsevier
      Vol.84 pp.15 (pp.224-238) ISSN:0950-7051 DOI:10.1016/j.knosys.2015.04.023

  35. The Online Tracking Horde: A View from Passive Measurements
      Proceeding
      

      Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Stanislav, Miskovic; Baldi, Mario
      In: Lecture Notes in Computer ScienceTraffic Monitoring and Analysis
      Springer (GERMANIA)
      7th International Workshop on Traffic Monitoring and Analysis (TMA'15) (Barcelona, SP) April 2015
      Vol.9053 pp.15 (pp.111-125) ISBN:9783319171715 DOI:10.1007/978-3-319-17172-2_8

  36. Enhancing energy awareness through the analysis of thermal energy consumption
      Proceeding
      

      Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Boni Castagnetti, F.; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Martellacci, D.; Patti, Edoardo
      In: Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), Brussels, Belgium, March 27th, 2015.
      CEUR WORKSHOP PROCEEDINGS (GERMANIA)
      The 4th workshop on Energy Data Management (Brussels) March 27th 2015
      Vol.1330 pp.8 (pp.64-71)

  37. An Expert CAD Flow for Incremental Functional Diagnosis of Complex Electronic Boards
      Article
      

      Bolchini, C.; Cassano, L.; Garza, Paolo; Quintarelli, E.; Salice, F.
      IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
      IEEE
      Vol.34 pp.14 (pp.835-848) ISSN:0278-0070 DOI:10.1109/TCAD.2015.2396997

  38. Monitoring the citizens’ perception on urban security in Smart City environments
      Proceeding
      

      Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garino, P.; Nardone, Marco; Pralio, B.; Venturini, Luca
      In: Proceedings of the DAta Mining And Smart Cities Applications Workshop 2015
      IEEE (STATI UNITI D'AMERICA)
      DAta Mining And Smart Cities Applications Workshop 2015 co-located with the 31st IEEE International Conference on Data Engineering (ICDE 2015) (Seoul (South Korea)) 13-17 April 2015
      Vol.31st IEEE International Conference on Data Engineering Workshops (ICDEW) pp.5 (pp.112-116) DOI:10.1109/ICDEW.2015.7129559

  39. MeTA: Characterization of medical treatments at different abstraction levels
      Article
      

      Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Mahoto, NAEEM AHMED
      ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
      ACM New York, NY, USA
      Vol.6 pp.25 (pp.1-25) ISSN:2157-6904 DOI:10.1145/2700479

  40. Scalable out-of-core itemset mining
      Article
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
      INFORMATION SCIENCES
      Elsevier
      Vol.293 pp.17 (pp.146-162) ISSN:0020-0255 DOI:10.1016/j.ins.2014.08.073

  41. Neighborhood Filtering Strategies for Overlay Construction in P2P-TV Systems: Design and Experimental Comparison
      Article
      

      Traverso, Stefano; Luca, Abeni; Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Renato Lo, Cigno; Mellia, Marco
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      pp.14 (pp.741-754) ISSN:1063-6692 DOI:10.1109/TNET.2014.2307157

  2014

  1. L'analisi del contenuto e la tv
     Book chapter
     

     Tipaldo, Giuseppe; Santangelo, A.
     ITINERARI. SOCIOLOGIA
     L'analisi del contenuto e i mass media. Oggetti, metodi e strumenti
     Il Mulino
     pp.16 (pp.159-174) ISBN:9788815248329

  2. L'analisi automatica dei testi
     Book chapter
     

     Tipaldo, Giuseppe; Pisciotta, M.
     ITINERARI. SOCIOLOGIA
     L'analisi del contenuto e i mass media Oggetti, metodi e strumenti
     Il Mulino
     pp.27 (pp.113-139) ISBN:9788815248329

  3. L'analisi del contenuto e il web
     Book chapter
     

     Tipaldo, Giuseppe; Pisciotta, Matteo
     ITINERARI. SOCIOLOGIA
     L'analisi del contenuto e i mass media. Oggetti, metodi e strumenti
     Il Mulino
     pp.17 (pp.175-191) ISBN:9788815248329

  4. Valutare la qualità televisiva. Metodi e strumenti socio-semiotici per le giurie del Prix Italia
     Book
     

     Santangelo, Antonio; Tipaldo, Giuseppe
     Celid
     pp.119 (pp.1-119) ISBN:9788867890231

  5. L'analisi del contenuto e i mass media. Oggetti, metodi e strumenti
     Book
     

     Tipaldo, G
     ITINERARI. SOCIOLOGIA
     Il Mulino
     pp.216 (pp.1-216) ISBN:9788815248329

  6. C'eravamo tanto amati? La travagliata costruzione dell'identità del Movimento 5 Stelle nelle parole della base attiva sul blog beppegrillo.it
     Article
     

     Tipaldo, G.; Pisciotta, M.
     COMUNICAZIONE POLITICA
     Il Mulino
     Vol.2014 pp.24 (pp.263-286) ISSN:1594-6061 DOI:10.3270/77381

  7. ConChi: Pattern change mining from mobile context-aware data
     Book chapter
     

     Cagliero, Luca
     Research and Design Innovations for Mobile User Experience
     IGI Global
     pp.23 (pp.263-285) ISBN:9781466644472 DOI:10.4018/978-1-4666-4446-5.ch014

  8. Bandwidth measurements and capacity exploitation in Gigabit Passive Optical Networks
     Proceeding
     

     Rufini, A.; Tego, E.; Matera, F.; Mellia, M.
     In: 2014 Fotonica AEIT Italian Conference on Photonics Technologies, Fotonica AEIT 2014
     IEEE Computer Society (STATI UNITI D'AMERICA)
     2014 Fotonica AEIT Italian Conference on Photonics Technologies (Naples, Italy) May 2014
     pp.4 (pp.1-4) ISBN:9788887237177 DOI:10.1109/Fotonica.2014.6843833

  9. Cloud Storage Service Benchmarking: Methodologies and Experimentations
     Proceeding
     

     Bocchi, E; Mellia, M; Sarni, S
     In: 3rd IEEE International Conference on Cloud Networking
     IEEE
     IEEE CloudNet 2014 (Luxembourg)
     pp.6 (pp.395-400)

  10. Detecting malicious clients in ISP networks using HTTP connectivity graph and flow information
      Proceeding
      

      Liu, Lei; Saha, Sabyasachi; Torres, Ruben; Xu, Jianpeng; Tan, Pang-Ning; Nucci, Antonio; Mellia, Marco
      In: ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
      Institute of Electrical and Electronics Engineers Inc. (STATI UNITI D'AMERICA)
      2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014 (Beijing, China) 2014
      pp.8 (pp.150-157) ISBN:9781479958771 DOI:10.1109/ASONAM.2014.6921576

  11. Network Highlighter
      Proceeding
      

      Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Baldi, Mario; Baralis, ELENA MARIA; Mellia, Marco
      In: Titolo volume non avvalorato
      IFIP
      Traffic Monitoring and Analysis (TMA) (Londra) 14 April 2014
      

  12. A message passing algorithm for the evaluation of social influence
      Proceeding
      

      Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, Asuman
      In: 2014 European Control Conference, ECC 2014
      Institute of Electrical and Electronics Engineers Inc.
      13th European Control Conference, ECC 2014 (Strasbourg Convention and Exhibition Center, Place de Bordeaux, fra) 2014
      pp.6 (pp.190-195) ISBN:9783952426913 DOI:10.1109/ECC.2014.6862221

  13. Multidiscipinary Optimization For Gas Turbines Design
      Proceeding
      

      Francesco, Bertini; Lorenzo, Dal Mas; Vassio, Luca; Ampellio, Enrico
      In: Italian Association of Aeronautics and Astronautics XXII Conference
      Italian Association of Aeronautics and Astronautics XXII Conference (Napoli, Italia) 9-12 September 2013
      pp.12

  14. Message Passing Optimization of Harmonic Influence Centrality
      Article
      

      Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, A.
      IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
      IEEE
      Vol.1 pp.12 (pp.109-120) ISSN:2325-5870 DOI:10.1109/TCNS.2014.2304870

  15. A Distributed Architecture for the Monitoring of Clouds and CDNs: Applications to Amazon AWS
      Article
      

      Ignacio, Bermudez; Traverso, Stefano; Munafo', MAURIZIO MATTEO; Mellia, Marco
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.11 pp.14 (pp.516-529) ISSN:1932-4537 DOI:10.1109/TNSM.2014.2362357

  16. Exploiting hybrid measurements for network troubleshooting
      Proceeding
      

      Traverso, Stefano; Edion, Tego; Eike, Kowallik; Stefano, Raffaglio; Andrea, Fregosi; Mellia, Marco; Francesco, Matera
      In: 2014 16th International Telecommunications Network Strategy and Planning Symposium (Networks)
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC (STATI UNITI D'AMERICA)
      Telecommunications Network Strategy and Planning Symposium (Networks), 2014 16th International (Funchal, PT) September 2014
      pp.6 (pp.1-6) ISBN:9781479965151 DOI:10.1109/NETWKS.2014.6959212

  17. The Cost of the "S" in HTTPS
      Proceeding
      

      David, Naylor; Finamore, Alessandro; Ilias, Leontiadis; Yan, Grunenberger; Mellia, Marco; Munafo', MAURIZIO MATTEO; Konstantina, Papagiannaki; Peter, Steenkiste
      In: Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies - CoNEXT '14
      ACM (STATI UNITI D'AMERICA)
      Proceedings of the 10th ACM International on Conference on emerging Networking Experiments and Technologies - CoNEXT '14 (Sidney, Australia) December 2014
      pp.8 (pp.133-140) ISBN:9781450332798 DOI:10.1145/2674005.2674991

  18. Large-scale network traffic monitoring with DBStream, a system for rolling big data analysis
      Proceeding
      

      Arian, Bar; Finamore, Alessandro; Pedro, Casas; Lukasz, Golab; Mellia, Marco
      In: 2014 IEEE International Conference on Big Data (Big Data)
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC (STATI UNITI D'AMERICA)
      Big Data (Big Data), 2014 IEEE International Conference on (Washington, DC) October 2014
      Vol.1 pp.6 (pp.165-170) ISBN:9781479956661 DOI:10.1109/BigData.2014.7004227

  19. Cloud storage service benchmarking: Methodologies and experimentations2014 IEEE 3rd International Conference on Cloud Networking (CloudNet)
      Proceeding
      

      Bocchi, Enrico; Mellia, Marco; Sofiane, Sarni
      In: 2014 IEEE 3rd International Conference on Cloud Networking (CloudNet)
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC (STATI UNITI D'AMERICA)
      Cloud Networking (CloudNet), 2014 IEEE 3rd International Conference on (Luxembourg) October 2014
      Vol.1 pp.6 (pp.395-400) ISBN:9781479927302 DOI:10.1109/CloudNet.2014.6969027

  20. RIB: A Robust Itemset-based Bayesian approach to classification
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca
      KNOWLEDGE-BASED SYSTEMS
      ELSEVIER
      Vol.71 pp.10 (pp.366-375) ISSN:0950-7051 DOI:10.1016/j.knosys.2014.08.015

  21. TUCAN: Twitter User Centric ANalyzer
      Book chapter
      

      Grimaudo, Luigi; H., Song; Baldi, Mario; Mellia, Marco; Munafo', MAURIZIO MATTEO
      Online Social Media Analysis and Visualization
      Springer International Publishing (CANADA)
      pp.17 (pp.63-79) ISBN:9783319135892 DOI:10.1007/978-3-319-13590-8_4

  22. Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding
      Book
      

      Fiori, Alessandro
      IGI Global
      pp.363 (pp.1-363) ISBN:9781466650190 DOI:10.4018/978-1-4666-5019-0

  23. Analysis of Medical Treatments Using Data Mining Techniques
      Article
      

      Xiao, Xin; Chiusano, SILVIA ANNA
      THE IEEE INTELLIGENT INFORMATICS BULLETIN
      IEEE Computer Society
      Vol.15 pp.2 (pp.30-31) ISSN:1727-5997

  24. Discerning web content and services based on real-time DNS tagging
      Patent
      

      Ram, Keralapura; Mellia, Marco; BERMUDEZ CORRALES, IGNACIO NICOLAS; Antonio, Nucci
      N.8819227

  25. NEMICO: Mining network data through cloud-based data mining techniques
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Grimaudo, Luigi; Pulvirenti, Fabio
      In: Proceeding of the 7th International Conference on Utility and Cloud Computing (UCC 2014)
      IEEE
      7th International Conference on Utility and Cloud Computing (UCC 2014) (Londra, Regno Unito) 8-11 Dicembre 2014
      pp.2 (pp.503-504) DOI:10.1109/UCC.2014.72

  26. Network traffic analysis by means of Misleading Generalized Itemsets
      Proceeding
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Grimaudo, Luigi; Pulvirenti, Fabio
      In: Proceedings of the First International Workshop on Big Data Applications and Principles (BIGDAP 2014)
      First International Workshop on Big Data Applications and Principles (BIGDAP 2014) (Madrid, Spagna) 11-12 Settembre 2014
      pp.14 (pp.39-52)

  27. A Case Study of a Laboratory Information System Developed at the Institute for Cancer Research at Candiolo
      Book chapter
      

      Fiori, Alessandro; Grand, Alberto; Alberto, Piero; Emanuele, Geda; Brundu, FRANCESCO GAVINO; Schioppa, Domenico; Andrea, Bertotti
      Laboratory Management Information Systems: Current Requirements and Future Perspectives
      IGI Global
      pp.28 (pp.252-279) ISBN:9781466663206 DOI:10.4018/978-1-4666-6320-6.ch013

  28. Multilevel bandwidth measurements and capacity exploitation in gigabit passive optical networks
      Article
      

      Arianna, Rufini; Edion, Tego; Mellia, Marco; Francesco, Matera
      IET COMMUNICATIONS
      IET - Institution of Engineering and Technology
      pp.9 (pp.1-9) ISSN:1751-8628 DOI:10.1049/iet-com.2014.0165

  29. Spread of Evaluation Measures for Microarray Clustering
      Book chapter
      

      Bruno, Giulia; Fiori, Alessandro
      Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data
      Wiley
      pp.22 (pp.569-590) ISBN:9781118132739

  30. YouTube all around: Characterizing YouTube from mobile and fixed-line network vantage points2014 European Conference on Networks and Communications (EuCNC)
      Proceeding
      

      Pedro, Casas; Pierdomenico, Fiadino; Arian, Bar; Alessandro, D'Alconzo; Finamore, Alessandro; Mellia, Marco
      In: 2014 European Conference on Networks and Communications (EuCNC)
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      2014 European Conference on Networks and Communications, EuCNC 2014 (Bologna, IT) 23 June 2014
      pp.5 (pp.1-5) ISBN:9781479952809 DOI:10.1109/EuCNC.2014.6882697

  31. mPlane: an intelligent measurement plane for the internet
      Article
      

      Brian, Trammell; Pedro, Casas; Dario, Rossi; Arian, Bar; Zied, Houidi; Ilias, Leontiadis; Tivadar, Szemethy; Mellia, Marco
      IEEE COMMUNICATIONS MAGAZINE
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.52 pp.9 (pp.148-156) ISSN:0163-6804 DOI:10.1109/MCOM.2014.6815906

  32. Information Extraction from Microarray Data: a survey of data mining techniques
      Article
      

      Fiori, Alessandro; Grand, Alberto; Bruno, Giulia; Brundu, FRANCESCO GAVINO; Domenico, Schioppa; Andrea, Bertotti
      JOURNAL OF DATABASE MANAGEMENT
      IGI Global
      Vol.25 pp.30 (pp.29-58) ISSN:1063-8016 DOI:10.4018/jdm.2014010102

  33. A Clustering-Based Approach to Analyse Examinations for Diabetic Patients
      Proceeding
      

      Bruno, Giulia; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Xiao, Xin
      In: 2014 IEEE International Conference on Healthcare Informatics, ICHI 2014, Verona, Italy, September 15-17, 2014
      IEEE Computer Society (STATI UNITI D'AMERICA)
      IEEE International Conference on Healthcare Informatics 2014 (Verona (Italy)) 15 – 17 September 2014
      pp.6 (pp.45-50) ISBN:9781479957019 DOI:10.1109/ICHI.2014.14

  34. Nazca: Detecting Malware Distribution in Large-Scale Networks
      Proceeding
      

      L., Invernizzi; S., Miskovic; R., Torres; S., Saha; S., Lee; Mellia, Marco; C., Kruegel; G., Vigna
      In: Proceedings of the ISOC Network and Distributed System Security Symposium (NDSS '14)
      Internet Society
      2014 Network and Distributed System Security (NDSS) Symposium (San Diego, California) 23 February 2014
      pp.16

  35. MGI-Cloud: discovery of misleading generalized itemsets
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Grimaudo, Luigi; Pulvirenti, Fabio
      In: Proceedings of the 22nd Italian Symposium on Advanced Database Systems (SEBD’14)
      22nd Italian Symposium on Advanced Database Systems (SEBD’14) (Castellammare di Stabia) 16-18 giugno 2014
      pp.8 (pp.45-52)

  36. Misleading generalized itemset mining in the cloud
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Grimaudo, Luigi; Pulvirenti, Fabio
      In: Proceedings of the 12th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA'14)
      IEEE
      12th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA'14) (Milano) 26-28 Agosto 2014
      pp.6 (pp.211-216) DOI:10.1109/ISPA.2014.36

  37. Anomaly detection in diurnal data
      Article
      

      Felipe, Mata; Piotr, Żuraniewski; Michel, Mandjes; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.60 pp.14 (pp.187-200) ISSN:1389-1286 DOI:10.1016/j.bjp.2013.11.011

  38. A performance comparison of hose rate controller approaches for P2P-TV applications
      Article
      

      Traverso, Stefano; C., Kiraly; Leonardi, Emilio; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.69 pp.20 (pp.101-120) ISSN:1389-1286 DOI:10.1016/j.comnet.2014.04.010

  39. Expressive generalized itemsets
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; D’Elia, V.; Garza, Paolo
      INFORMATION SCIENCES
      Elsevier
      Vol.278 pp.17 (pp.327-343) ISSN:0020-0255 DOI:10.1016/j.ins.2014.03.056

  40. Twitter data analysis by means of Strong Flipping Generalized Itemsets
      Article
      

      Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Grimaudo, Luigi
      THE JOURNAL OF SYSTEMS AND SOFTWARE
      Elsevier
      Vol.94 pp.14 (pp.16-29) ISSN:0164-1212 DOI:10.1016/j.jss.2014.03.060

  41. Energy efficiency in access and aggregation networks: From current traffic to potential savings
      Article
      

      Edoardo, Bonetto; Finamore, Alessandro; Mellia, Marco; Riccardo, Fiandra
      COMPUTER NETWORKS
      Elsevier
      Vol.65 pp.16 (pp.151-166) ISSN:1389-1286 DOI:10.1016/j.comnet.2014.03.008

  42. Self-learning classifier for internet traffic
      Patent
      

      Ram, Keralapura; Mellia, Marco; Grimaudo, Luigi
      N.US 8694630 B1

  43. Scalable Accurate Consolidation of Passively Measured Statistical Data
      Proceeding
      

      Silvia, Colabrese; Dario, Rossi; Mellia, Marco
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Lecture Notes in Computer SciencePassive and Active Measurement
      Springer Berlin Heidelberg (GERMANIA)
      Passive and Active Measurement (PAM) (Los Angeles, CA) March 2014
      Vol.8362 pp.3 (pp.262-264) ISSN:0302-9743 ISBN:9783319049175 DOI:10.1007/978-3-319-04918-2_26

  44. Gold Mining in a River of Internet Content Traffic
      Proceeding
      

      Zied Ben, Houidi; Giuseppe, Scavo; Samir Ghamri, Doudane; Finamore, Alessandro; Traverso, Stefano; Mellia, Marco
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Lecture Notes in Computer ScienceTraffic Monitoring and Analysis
      Springer Berlin Heidelberg (GERMANIA)
      6th International Workshop on Traffic Monitoring and Analysis, TMA (London) 14/4/2014
      Vol.8406 pp.13 (pp.91-103) ISSN:0302-9743 ISBN:9783642549984 DOI:10.1007/978-3-642-54999-1_8

  45. Aggregation of Statistical Data from Passive Probes: Techniques and Best Practices
      Proceeding
      

      Silvia, Colabrese; Dario, Rossi; Mellia, Marco
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Lecture Notes in Computer ScienceTraffic Monitoring and Analysis
      Springer Berlin Heidelberg (GERMANIA)
      Traffic Monitoring and Analysis (London) 14/4/2014
      Vol.8406 pp.13 (pp.38-50) ISSN:0302-9743 ISBN:9783642549984 DOI:10.1007/978-3-642-54999-1_4

  46. Feature interview with Antonio Nucci: chief technology officer of narus, winner of the "CTO of the year"
      Article
      

      Mellia, Marco
      COMPUTER COMMUNICATION REVIEW
      ACM
      Vol.44 pp.3 (pp.53-55) ISSN:0146-4833 DOI:10.1145/2567561.2567571

  47. New Trends in Databases and Information Systems, 17th East European Conference on Advances in Databases and Information Systems, ADBIS 2013, Genoa, Italy, September 1-4, 2013. Proceedings II
      Edited by
      

      Catania, B.; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Guerrini, G.; Kämpf, M.; Kemper, A.; Novikov, B.; Palpanas, T.; Pokorný, J.; Vakali, A.
      Springer (GERMANIA)
      Vol.241 pp.398 (pp.1-398) ISBN:9783319018621

  48. Internationalization services for small and medium enterprises: a case study
      Book chapter
      

      Buggea, E.; Castiglione, Roberto; Cerquitelli, Tania; Grosso, L.; Rontini, G.; Scolari, A.; Xiang, L.
      Effective Human Resources Management in Small and Medium Enterprises: Global Perspectives
      IGI Global
      pp.22 (pp.393-414) ISBN:9781466647312 DOI:10.4018/978-1-4666-4731-2.ch019

  49. Internet Technologies to Support SMEs’ Growth in New Markets
      Book chapter
      

      Cerquitelli, Tania; Chianese, S.; Ferrero Merlino, C.; Raimondi, F.; Scapeccia, G.; Spagnuolo, M. Zolotukhina I.
      Information systems for small and medium-sized enterprises
      Springer Berlin Heidelberg
      pp.24 (pp.375-398) ISBN:9783642382437 DOI:10.1007/978-3-642-38244-4_19

  50. SeLeCT: Self-Learning Classifier for Internet Traffic
      Article
      

      Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Ram, Keralapura
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      pp.14 (pp.144-157) ISSN:1932-4537 DOI:10.1109/TNSM.2014.011714.130505

  51. Combining semantics and social knowledge for news article summarization
      Book chapter
      

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Jabeen, Saima; Shah, Sajid
      Data Mining and Analysis in the Engineering Field
      IGI Global (USA) (STATI UNITI D'AMERICA)
      pp.22 (pp.209-230) ISBN:9781466660861 DOI:10.4018/978-1-4666-6086-1.ch012

  52. Misleading Generalized Itemset discovery
      Article
      

      Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Grimaudo, Luigi
      EXPERT SYSTEMS WITH APPLICATIONS
      ELSEVIER
      Vol.41 pp.11 (pp.1400-1410) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.08.039

  53. Infrequent Weighted Itemset Mining Using Frequent Pattern Growth
      Article
      

      Cagliero, Luca; Garza, Paolo
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE COMPUTER SOCIETY
      Vol.26 pp.13 (pp.903-915) ISSN:1041-4347 DOI:10.1109/TKDE.2013.69

  54. Hadoop on a Low-Budget General Purpose HPC Cluster in Academia
      Proceeding
      

      Garza, Paolo; Margara, Paolo; Nepote, Nicolo'; Grimaudo, Luigi; Piccolo, Elio
      ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
      In: Proceedings of ADBIS Special session on Big Data: New Trends and Applications (BiDaTA 2013)
      Springer International Publishing
      ADBIS Special session on Big Data: New Trends and Applications (BiDaTA 2013) (Genova)
      Vol.241 pp.6 (pp.187-192) ISSN:2194-5357 ISBN:9783319018621 DOI:10.1007/978-3-319-01863-8_21

  2013

  1. Le due torri. Scienza e Politica nel caso dell’inceneritore di Torino
     Book chapter
     

     Tipaldo, G.
     FRONTIERE
     La scienza incerta e la partecipazione
     Scienza Express
     pp.13 (pp.111-123) ISBN:9788896973769

  2. Communicating science in turbulent times: focus on Turin, Italy
     Book chapter
     

     Tipaldo, G.
     Science, health & environmental communication: Local issues and global perspectives
     Ibadan University Press (NIGERIA)
     pp.52 (pp.55-106) ISBN:9789789329212

  3. From the Naples Emergency to the Waste-to-Energy Miracle. How and why Italian Press Influenced Public Opinion on Waste Incineration
     Proceeding
     

     28-31 August, 2013; Tipaldo, G.
     In: ESA 11th Conference Crisis, Critique and Change Abstract Book
     aAcademia University Press
     ESA 11th Conference Crisis, Critique and Change
     pp.1

  4. Handbook of tv quality assessment
     Book
     

     Santangelo, A; Tipaldo, G.
     Uclan University Press
     pp.125 (pp.1-125) ISBN:9780992634919

  5. La scienza su un binario morto?
     Article
     

     Tipaldo, Giuseppe; Paniè, Francesco
     CULTURE DELLA SOSTENIBILITÀ
     Franco Angeli
     Vol.2013 pp.14 (pp.201-214) ISSN:1972-5817

  6. When Science Trembles. Science, Politics, Media and Society in the Case of the Italian Scientists Conviction for the Earthquake in L’Aquila
     Proceeding
     

     Tipaldo, G.; Pizzo, A; Agnella, S
     In: ESA 11th Conference Crisis, Critique and Change Abstract Book
     Academia University Press
     ESA 11th Conference Crisis, Critique and Change
     pp.1

  7. Who’s Opening the “Ivory Tower”? Italian Scientists’ Engagement in Society
     Proceeding
     

     Scamuzzi, S; Tipaldo, G.; Carriero, R
     In: ESA 11th Conference Crisis, Critique and Change Abstract Book
     Academia University Press
     ESA 11th Conference Crisis, Critique and Change
     pp.1

  8. Sciencequake: a survey on the Italian seismologists community about the case of the Italian scientists conviction for the earthquake in l'Aquila
     Proceeding
     

     Tipaldo, G.; Carriero, R.; Pizzo, A.
     In: Atti del 32° Convegno Nazionale del Gruppo Nazionale di Geofisica della Terra Solida (GNGTS)
     Mosetti Tecniche Grafiche
     32° Convegno Nazionale del Gruppo Nazionale di Geofisica della Terra Solida (GNGTS)
     Vol.1 pp.6 (pp.134-139)

  9. Visualization of high-level associations from Twitter data
     Book chapter
     

     Cagliero, Luca; Mahoto, N. A.
     ADVANCES IN EDUCATIONAL TECHNOLOGIES AND INSTRUCTIONAL DESIGN BOOK SERIES
     Packaging Digital Information for Enhanced Learning and Analysis: Data Visualization, Spatialization, and Multidimensionality
     IGI Global
     pp.20 (pp.164-183) ISSN:2326-8905 ISBN:9781466644632 DOI:10.4018/978-1-4666-4462-5.ch008

  10. Wireless Sensor Network Design for Energy-Efficient Monitoring
      Book chapter
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania
      In Intelligent Technologies and Techniques for Pervasive Computing
      IGI Global
      pp.23 (pp.134-156) ISBN:9781466640382 DOI:10.4018/978-1-4666-4038-2.ch007

  11. Frequent Weighted Itemset Mining from Gene Expression Data
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo
      In: Proceedings of the 12th International Conference on Bioinformatics & Bioengineering (BIBE'13)
      IEEE COMPUTER SOCIETY (STATI UNITI D'AMERICA)
      12th International Conference on Bioinformatics & Bioengineering (BIBE'13) (Chania (Greece)) 10-13 Novembre 2013
      pp.4 (pp.1-4) DOI:10.1109/BIBE.2013.6701681

  12. WEB-BI: Business Intelligence and Regenerative Medicine
      Proceeding
      

      Apiletti, Daniele; Ardissone, V.; Baralis, ELENA MARIA; Breganni, S.; Cagliero, Luca; Ciaramella, A.; Ciaramella, M.; De Bonis, S.; Ferrandi, C.; Perego, G.; Vandoni, L.
      In: Convegno Annuale dell’Associazione Italiana di Colture Cellulari (ONLUS-AICC)
      International Satellite Symposium AICC-GISM (Brescia) 20-22 Novembre 2013
      

  13. GraphSum: discovering correlations among multiple terms for graph-based summarization
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Mahoto, NAEEM AHMED
      INFORMATION SCIENCES
      Elsevier
      Vol.249 pp.14 (pp.96-109) ISSN:0020-0255 DOI:10.1016/j.ins.2013.06.046

  14. A data mining approach to incremental adaptive functional diagnosis
      Proceeding
      

      Bolchini, C.; Quintarelli, E.; Salice, F.; Garza, Paolo
      In: Proceedings of 2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)
      IEEE
      2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT) (New York City, NY, USA)
      pp.6 (pp.13-18) DOI:10.1109/DFT.2013.6653576

  15. Power Management and TCP Congestion Control: Friends or Foes?
      Proceeding
      

      C., Panarello; A., Lombardo; G., Schembra; Meo, Michela; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe
      In: '-'
      22nd ITC Specialist Seminar on Energy Efficient and Green Networking (SSEEGN) (Christchurch, NZ) November 2013
      pp.7 (pp.43-49) DOI:10.1109/SSEEGN.2013.6705401

  16. Benchmarking personal cloud storage
      Proceeding
      

      Drago, Idilio; Bocchi, Enrico; Mellia, Marco; Herman, Slatman; Aiko, Pras
      In: Proceedings of the 2013 conference on Internet measurement conference - IMC '13
      ACM (STATI UNITI D'AMERICA)
      ACM IMC'13 - Internet Measurement Conference (Barcelona, SP) October 2013
      pp.8 (pp.205-212) ISBN:9781450319539 DOI:10.1145/2504730.2504762

  17. Is There a Case for Mobile Phone Content Pre-staging?
      Proceeding
      

      Finamore, Alessandro; Mellia, Marco; Z., Gilani; K., Papagiannaki; Y., Grunenberger; V., Erramilli
      In: Proceeding CoNEXT '13 Proceedings of the ninth ACM conference on Emerging networking experiments and technologies
      ACM (STATI UNITI D'AMERICA)
      ACM CoNEXT 2013 (Santa Barbara, CA) December 2013
      pp.6 (pp.321-326) ISBN:9781450321013 DOI:10.1145/2535372.2535414

  18. Modeling sleep mode gains in energy-aware networks
      Article
      

      Luca, Chiaraviglio; Delia, Ciullo; Mellia, Marco; Meo, Michela
      COMPUTER NETWORKS
      Elsevier
      Vol.57 pp.16 (pp.3051-3066) ISSN:1389-1286 DOI:10.1016/j.comnet.2013.07.011

  19. NetCluster: A clustering-based framework to analyze internet passive measurements data
      Article
      

      Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.57 pp.16 (pp.3300-3315) ISSN:1389-1286 DOI:10.1016/j.comnet.2013.07.019

  20. A Measurement-Centered Approach to Latency Reduction
      Proceeding
      

      Trammel, B.; Finamore, Alessandro; Mellia, Marco
      In: Workshop on Reducing Internet Latency
      Internet Society
      ISOC Workshop on Reducing Internet Latency (London, UK) 23 September 2013
      pp.2

  21. Modeling the interaction between TCP and Rate Adaptation
      Proceeding
      

      Khuhawar, FAHEEM YAR KHAN; Mellia, Marco; Meo, Michela
      In: Teletraffic Congress (ITC), 2013 25th International
      ITC 2013 (Shanghai, China) 10 September 2013
      pp.8 DOI:10.1109/ITC.2013.6662951

  22. Energy-Aware Weight Assignment Framework for Circuit Oriented GMPLS Networks
      Proceeding
      

      Ciarrocchi, M.; Bianzino, ARUNA PREM; Mellia, Marco; Donadio, P.; Parladori, G.
      In: 25th International Teletraffic Congress
      ITC 2013 (Shangai, China) 10 September 2013
      pp.9 DOI:10.1109/ITC.2013.6662961

  23. Self-Learning Classifier for Internet traffic
      Proceeding
      

      Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Ram, Keralapura
      In: 2013 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
      IEEE (STATI UNITI D'AMERICA)
      The 5th IEEE International Traffic Monitoring and Analysis Workshop (TMA 2013) (Torino, IT) 19 April 2013
      pp.6 (pp.423-428) ISBN:9781479900541 DOI:10.1109/INFCOMW.2013.6562900

  24. Exploring the cloud from passive measurements: The Amazon AWS case
      Proceeding
      

      Ignacio, Bermudez; Traverso, Stefano; Mellia, Marco; Munafo', MAURIZIO MATTEO
      In: 2013 Proceedings IEEE INFOCOM
      IEEE (STATI UNITI D'AMERICA)
      IEEE INFOCOM (Torino, IT) 14 April 2013
      pp.5 (pp.230-234) ISBN:9781467359443 DOI:10.1109/INFCOM.2013.6566769

  25. Reviewing Traffic ClassificationData Traffic Monitoring and Analysis
      Book chapter
      

      Silvio, Valenti; Dario, Rossi; Alberto, Dainotti; Antonio, Pescapè; Finamore, Alessandro; Mellia, Marco
      Lecture Notes in Computer ScienceData Traffic Monitoring and Analysis
      Springer (GERMANIA)
      Vol.7754 pp.25 (pp.123-147) ISBN:9783642367830 DOI:10.1007/978-3-642-36784-7_6

  26. Analysis of Twitter Data Using a Multiple-level Clustering Strategy
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grimaudo, Luigi; Xiao, Xin
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Model and Data Engineering
      Springer Heidelberg NewYork Dordrecht London
      Third International Conference on Model and Data Engineering (MEDI 2013) (Amantea (Italy)) September 25-27, 2013
      Vol.8216 pp.12 (pp.13-24) ISSN:0302-9743 ISBN:9783642413650 DOI:10.1007/978-3-642-41366-7

  27. Association Rule Mining as a Cloud-Based Service
      Proceeding
      

      Apiletti, D.; Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grimaudo, Luigi
      In: Proceedings of 21st Italian Symposium on Advanced Database Systems (SEBD 2013)
      21st Italian Symposium on Advanced Database Systems (Roccella Jonica, Reggio Calabria, Italy) June 30th – July 04th, 2013
      pp.8 (pp.461-468)

  28. SEARUM: a cloud-based SErvice for Association RUle Mining
      Proceeding
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grimaudo, Luigi
      In: Proceedings of 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (ISPA 2013)
      IEEE Press
      12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (ISPA 2013) (Melbourne (Australia)) 16-18 July 2013
      pp.8 (pp.1283-1290) ISBN:9780769550220 DOI:10.1109/TrustCom.2013.153

  29. P-Mine: Parallel itemset mining on large datasets
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
      In: Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, {ICDE} 2013, Brisbane, Australia, April 8-12, 2013
      IEEE Press (STATI UNITI D'AMERICA)
      2013 IEEE 29th International Conference on Data Engineering Workshops (ICDEW) (Brisbane, Queensland (Australia)) April 8-12, 2013
      Vol.1 pp.6 (pp.266-271) ISBN:9781467353045 DOI:10.1109/ICDEW.2013.6547461

  30. Fault detection analysis of building energy consumption using Data Mining techniques
      Article
      

      Khan, Imran; Capozzoli, Alfonso; Corgnati, STEFANO PAOLO; Cerquitelli, Tania
      ENERGY PROCEDIA
      ELSEVIER
      Vol.42 pp.10 (pp.557-566) ISSN:1876-6102 DOI:10.1016/j.egypro.2013.11.057

  31. Early prediction of the highest workload in incremental cardiopulmonary tests
      Article
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; D'Elia, Vincenzo; Molinari, R.; Susta, Davide
      ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
      ACM New York, NY, USA
      Vol.4 pp.20 (pp.1-20) ISSN:2157-6904 DOI:10.1145/2508037.2508051

  32. Analysis of diabetic patients through their examination history
      Article
      

      Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier Ltd
      Vol.40 pp.7 (pp.4672-4678) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.02.006

  33. Board-level functional fault diagnosis using data mining
      Proceeding
      

      Bolchini, C.; Quintarelli, E.; Garza, Paolo
      In: Proceedings of Second Workshop on Manufacturable and Dependable Multicore Architectures at Nanoscale (MEDIAN'13)
      Second Workshop on Manufacturable and Dependable Multicore Architectures at Nanoscale (MEDIAN'13)
      pp.4

  34. Itemset generalization with cardinality-based constraints
      Article
      

      Cagliero, Luca; Garza, Paolo
      INFORMATION SCIENCES
      ELSEVIER
      Vol.244 pp.14 (pp.161-174) ISSN:0020-0255 DOI:10.1016/j.ins.2013.05.008

  35. TUCAN: Twitter User Centric ANalyzer
      Proceeding
      

      Grimaudo, Luigi; H., Song; Baldi, Mario; Mellia, Marco; Munafo', MAURIZIO MATTEO
      In: Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ASONAM 2013
      ACM
      IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2013) (Niagara Falls, NY) August
      pp.3 (pp.1455-1457) DOI:10.1145/2492517.2492591

  36. Multi-document summarization based on the Yago ontology
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Jabeen, Saima; Shah, Sajid
      EXPERT SYSTEMS WITH APPLICATIONS
      ELSEVIER
      Vol.40 pp.9 (pp.6976-6984) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.06.047

  37. Anomaly detection in medical treatment to discover unusual patient management
      Article
      

      Antonelli, Dario; Bruno, Giulia; Chiusano, SILVIA ANNA
      IIE TRANSACTIONS ON HEALTHCARE SYSTEMS ENGINEERING
      John W. Fowler
      Vol.3 pp.28 (pp.69-77) ISSN:1948-8300 DOI:10.1080/19488300.2013.787564

  38. Analyzing Twitter User-Generated Content changes
      Book chapter
      

      Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
      Data Mining in Dynamic Social Networks and Fuzzy Systems
      IGI Global (USA) (STATI UNITI D'AMERICA)
      pp.23 (pp.87-109) ISBN:9781466642133 DOI:10.4018/978-1-4666-4213-3.ch005

  39. Dynamic social network mining: issues and prospects
      Book chapter
      

      Cagliero, Luca; Fiori, Alessandro
      Data Mining in Dynamic Social Networks and Fuzzy Systems
      IGI Global (USA) (STATI UNITI D'AMERICA)
      pp.23 (pp.122-144) ISBN:9781466642140 DOI:10.4018/978-1-4666-4213-3.ch007

  40. Improving classification models with taxonomy information
      Article
      

      Cagliero, Luca; Garza, Paolo
      DATA & KNOWLEDGE ENGINEERING
      Elsevier
      Vol.86 pp.17 (pp.85-101) ISSN:0169-023X DOI:10.1016/j.datak.2013.01.005

  41. EnBay: A Novel Pattern-Based Bayesian Classifier
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Garza, Paolo
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Computer Society
      Vol.25 pp.16 (pp.2780-2795) ISSN:1041-4347 DOI:10.1109/TKDE.2012.197

  42. MicroClAn: Microarray Clustering Analysis
      Article
      

      Bruno, Giulia; Fiori, Alessandro
      JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
      Viktor Prasanna, Elsevier
      Vol.73 pp.11 (pp.360-370) ISSN:0743-7315 DOI:10.1016/j.jpdc.2012.09.008

  43. Semi-automatic knowledge extraction to enrich open linked data
      Book chapter
      

      Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Fiori, Alessandro; Grand, Alberto
      Cases on Open-Linked Data and Semantic Web Applications
      IGI Global
      Vol.1 pp.25 (pp.156-180) ISBN:9781466628274 DOI:10.4018/978-1-4666-2827-4.ch008

  44. Personalized tag recommendation based on generalized rules
      Article
      

      Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
      ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
      ACM
      Vol.5 pp.22 (pp.12:1-12:22) ISSN:2157-6904 DOI:10.1145/2542182.2542194

  45. Discovering Generalized Association Rules from Twitter
      Article
      

      Cagliero, Luca; Fiori, Alessandro
      INTELLIGENT DATA ANALYSIS
      IOS Press
      Vol.17 pp.22 (pp.627-648) ISSN:1088-467X DOI:10.3233/IDA-130597

  46. A rule-based Flickr tag recommendation system
      Book chapter
      

      Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
      Social Media Retrieval
      Springer
      pp.21 (pp.169-189) ISBN:9781447145547 DOI:10.1007/978-1-4471-4555-4_8

  47. News document summarization driven by user-generated content
      Book chapter
      

      Cagliero, Luca; Fiori, Alessandro
      Social Media Mining and Social Network Analysis: Emerging Research
      IGI Global (STATI UNITI D'AMERICA)
      pp.22 (pp.105-126) ISBN:9781466628069 DOI:10.4018/978-1-4666-2806-9

  48. TweCoM: topic and context mining fromTwitter
      Book chapter
      

      Cagliero, Luca; Fiori, Alessandro
      The influence of Technology on Social Network Analysis and Mining
      Springer
      Vol.6 (Lecture Notes in Social Networks) pp.26 (pp.75-100) ISBN:9783709113455 DOI:10.1007/978-3-7091-1346-2_4

  49. Discovering temporal change patterns in the presence of taxonomies
      Article
      

      Cagliero, Luca
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Computer Society
      Vol.25 pp.15 (pp.541-555) ISSN:1041-4347 DOI:10.1109/TKDE.2011.233

  2012

  1. From the Naples emergency to the waste-to-energy miracle. How and why the Italian newspapers coverage of the 2008 waste emergency in Naples influenced local public opinion’s attitude towards a waste-to-energy plant in Turin
     Article
     

     Tipaldo, Giuseppe
     WASTE MANAGEMENT
     Elsevier
     Vol.32 pp.2 (pp.2193-2194) ISSN:0956-053X DOI:10.1016/j.wasman.2012.09.003

  2. NON SOLO “NIMBY”
     Article
     

     Tipaldo, Giuseppe
     RS RIFIUTI SOLIDI
     Milano: Centro de Ingegneria per la Protezione dell Ambiente (CIPA)
     Vol.XXVI pp.14 (pp.274-287) ISSN:0394-5391

  3. Waste management and local conflicts: a smart city needs a smarter communication strategy
     Proceeding
     

     Tipaldo, Giuseppe
     In: Planning Support Tools: Policy Analysis, Implementation and Evaluation
     Franco Angeli
     7th International Conference on Informatics and Urban and Regional Planning Input 2012
     pp.11 (pp.1327-1337)

  4. Energy-Efficient Management of Campus PCs
     Book chapter
     

     Chiaraviglio, Luca; Mellia, Marco
     Green Communications: Theoretical Fundamentals, Algorithms and Applications
     CRC Press
     pp.30 (pp.247-276) ISBN:9781466501072

  5. LAS: a software platform to support oncological data management
     Article
     

     Baralis, ELENA MARIA; Bertotti, A.; Fiori, Alessandro; Grand, Alberto
     JOURNAL OF MEDICAL SYSTEMS
     Springer Science+Business Media New York
     Vol.36 pp.10 (pp.81-90) ISSN:0148-5598 DOI:10.1007/s10916-012-9891-6

  6. DNS to the rescue: Discerning Content and Services in a Tangled Web
     Proceeding
     

     BERMUDEZ CORRALES, IGNACIO NICOLAS; Mellia, Marco; Munafo', MAURIZIO MATTEO; Ram, Keralapura; Antonio, Nucci
     In: Proceedings of the 2012 ACM conference on Internet measurement conference
     ACM (STATI UNITI D'AMERICA)
     ACM Internet Measurement Conference - IMC '12 (Boston, Usa) November 2012
     pp.14 (pp.413-426) ISBN:9781450317054 DOI:10.1145/2398776.2398819

  7. Inside Dropbox: Understanding Personal Cloud Storage Services
     Proceeding
     

     Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO; Anna, Sperotto; Ramin, Sadre; Aiko, Pras
     In: Proceedings of the 2012 ACM conference on Internet measurement conference
     ACM (STATI UNITI D'AMERICA)
     ACM Internet Traffic Measurement - IMC 2012 (Boston, Usa) November 2012
     pp.14 (pp.481-494) ISBN:9781450317054 DOI:10.1145/2398776.2398827

  8. The Need for an Intelligent Measurement Plane: the Example of Time-Variant CDN Policies
     Proceeding
     

     Finamore, Alessandro; Vinicius, Gehlen; Mellia, Marco; Munafo', MAURIZIO MATTEO; Saverio, Nicolini
     In: Telecommunications Network Strategy and Planning Symposium (NETWORKS), 2012 XVth International
     IEEE (STATI UNITI D'AMERICA)
     IEEE NETWORKS, 2012 (Roma, Italy) October 2012
     pp.6 (pp.1-6) ISBN:9781467313902 DOI:10.1109/NETWKS.2012.6381662

  9. Anomaly Detection in VoIP Traffic with Trends
     Proceeding
     

     Felipe, Mata; Piotr, Zuraniewski; Michel, Mandjes; Mellia, Marco
     In: Teletraffic Congress (ITC 24), 2012 24th International
     IEEE
     24th International Teletraffic Congress (ITC 24) (Krakow, Poland) September 2012
     pp.8 (pp.9-16) ISBN:9781467312929

  10. Experimental comparison of neighborhood filtering strategies in unstructured P2P-TV systems
      Proceeding
      

      Traverso, Stefano; Luca, Abeni; Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Renato Lo, Cigno; Mellia, Marco
      In: Peer-to-Peer Computing (P2P), 2012 IEEE 12th International Conference on
      IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667 (STATI UNITI D'AMERICA)
      IEEE P2P (Terragona, Spain) September 2012
      pp.12 (pp.13-24) ISBN:9781467328609 DOI:10.1109/P2P.2012.6335794

  11. Hierarchical Learning for Fine Grained Internet Traffic Classification
      Proceeding
      

      Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA
      In: Wireless Communications and Mobile Computing Conference (IWCMC), 2012 8th International
      IEEE (STATI UNITI D'AMERICA)
      3rd International Workshop on TRaffic Analysis and Classification TRAC 2012 (Limassol, Cyprus) August 2012
      pp.6 (pp.463-468) ISBN:9781457713781 DOI:10.1109/IWCMC.2012.6314248

  12. GRiDA: GReen Distributed Algorithm for energy-efficient IP backbone networks
      Article
      

      Bianzino, ARUNA PREM; Chiaraviglio, Luca; Mellia, Marco; Jean Louis, Rougier
      COMPUTER NETWORKS
      Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598
      Vol.56 pp.14 (pp.3219-3232) ISSN:1389-1286 DOI:10.1016/j.comnet.2012.06.011

  13. A delay-based aggregate rate control for P2P streaming systems
      Article
      

      Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano
      COMPUTER COMMUNICATIONS
      Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598
      Vol.35 pp.8 (pp.2237-2244) ISSN:0140-3664 DOI:10.1016/j.comcom.2012.07.005

  14. Energy Profiling of ISP Points of Presence
      Proceeding
      

      Bonetto, Edoardo; Mellia, Marco; Meo, Michela
      In: Communications (ICC), 2012 IEEE International Conference on
      IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667 (STATI UNITI D'AMERICA)
      IEEE ICC'12 Workshop on Green Communications and Networking (Ottawa, Canada) June 2012
      pp.5 (pp.5973-5977) ISBN:9781457720529 DOI:10.1109/ICC.2012.6364815

  15. Characterization of community based-P2P systems and implications for traffic localization
      Article
      

      Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Sanjay G., Rao
      PEER-TO-PEER NETWORKING AND APPLICATIONS
      Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229
      Vol.6 pp.16 (pp.118-133) ISSN:1936-6442 DOI:10.1007/s12083-012-0132-z

  16. Comparison of energy efficiency in PSTN and VoIP systems
      Proceeding
      

      Bota, FLORIN MIRCEA; Khuhawar, FAHEEM YAR KHAN; Mellia, Marco; Meo, Michela
      In: Proceedings of the 3rd International Conference on Future Energy Systems Where Energy, Computing and Communication Meet
      ACM (STATI UNITI D'AMERICA)
      ACM e-Energy '12 (Madrid, Spain) May 2012
      pp.4 (pp.1-4) ISBN:9781450310550 DOI:10.1145/2208828.2208834

  17. On the intertwining between capacity scaling and TCP congestion control
      Proceeding
      

      Carla, Panarello; AJMONE MARSAN, Marco Giuseppe; Alfio, Lombardo; Mellia, Marco; Meo, Michela; Giovanni, Schembra
      In: Proceedings of the 3rd International Conference on Future Energy Systems Where Energy, Computing and Communication Meet - e-Energy '12
      ACM (STATI UNITI D'AMERICA)
      ACM e-Energy '12 (Madrid, Spain) 9 may 2012
      pp.4 (pp.1-4) ISBN:9781450310550 DOI:10.1145/2208828.2208836

  18. The Internet-Wide Impact of P2P Traffic Localization on ISP Profitability
      Article
      

      Jeff, Seibert; Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Cristina Nita, Rotaru; Sanjay, Rao
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667
      Vol.20 pp.14 (pp.1910-1923) ISSN:1063-6692 DOI:10.1109/TNET.2012.2190093

  19. Distributed algorithms for green IP networks2012 Proceedings IEEE INFOCOM Workshops
      Proceeding
      

      Bianzino, ARUNA PREM; Chiaraviglio, Luca; Mellia, Marco
      In: 2012 Proceedings IEEE INFOCOM Workshops
      IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667 (STATI UNITI D'AMERICA)
      Computer Communications Workshops (INFOCOM WKSHPS), 2012 IEEE Conference on (Orlando, FL) 25 March 2012
      pp.6 (pp.121-126) ISBN:9781467310154 DOI:10.1109/INFCOMW.2012.6193472

  20. Uncovering the big players of the web
      Proceeding
      

      Gehlen, V.; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO
      In: Lecture Notes in Computer Science
      Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229 (GERMANIA)
      TMA'12 - 4th international conference on Traffic Monitoring and Analysis (Vienna) 12 March 2012
      Vol.7189/2012 pp.14 (pp.15-28) ISBN:9783642285332 DOI:10.1007/978-3-642-28534-9_2

  21. Esercizi di programmazione in C
      Book
      

      Corno, Fulvio; Chiusano, SILVIA ANNA
      Lulu Enterprises, Inc. (STATI UNITI D'AMERICA)
      pp.176 ISBN:9781291012880

  22. I-prune: Item selection for associative classification
      Article
      

      Baralis, ELENA MARIA; Garza, Paolo
      INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
      John Wiley & Sons, Inc.
      Vol.27 pp.21 (pp.279-299) ISSN:0884-8173 DOI:10.1002/int.21524

  23. Extraction of medical pathways from electronic patient records
      Book chapter
      

      Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED; Petrigni, Caterina
      Medical Applications of Intelligent Data Analysis: Research Advancements
      Information Science Reference (IGI Global)
      pp.17 (pp.273-289) ISBN:9781466618039 DOI:10.4018/978-1-4666-1803-9.ch018

  24. Data mining by means of generalized patterns
      Doctoral thesis
      

      Cagliero, Luca
      Politecnico di Torino
      DOI:10.6092/polito/porto/2496105

  25. Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact
      Article
      

      J. L., Garcia Dorado; Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
      Vol.9 pp.14 (pp.142-155) ISSN:1932-4537 DOI:10.1109/TNSM.2012.022412.110184

  26. Analyzing Twitter user behaviors and topic trends by exploiting dynamic rules
      Book chapter
      

      Cagliero, Luca; Fiori, Alessandro
      Behavior Computing
      Springer
      pp.20 (pp.267-287) ISBN:9781447129684 DOI:10.1007/978-1-4471-2969-1_17

  27. Knowledge Discovery from Online Communities
      Book chapter
      

      Cagliero, Luca; Fiori, Alessandro
      Social Networking and Community Behavior Modeling: Qualitative and Quantitative Measures
      IGI Global
      pp.23 (pp.123-145) ISBN:9781613504444 DOI:10.4018/978-1-61350-444-4.ch007

  28. Generalized association rule mining with constraints
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
      INFORMATION SCIENCES
      ELSEVIER
      Vol.194 pp.17 (pp.68-84) ISSN:0020-0255 DOI:10.1016/j.ins.2011.05.016

  29. Multi-document summarization exploiting frequent itemsets
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Jabeen, Saima
      In: Proceedings of the 27th Annual ACM Symposium on Applied Computing
      ACM
      ACM Symposium on Applied Computing (SAC’12) (Riva del Garda (IT)) March 26-30, 2012
      pp.5 (pp.782-786) DOI:10.1145/2245276.2245427

  30. Temporal Pattern Mining for Medical Applications
      Book chapter
      

      Bruno, Giulia; Garza, Paolo
      Data Mining: Foundations and Intelligent Paradigms
      Springer-Verlag Berlin Heidelberg
      Vol.3 pp.10 (pp.9-18) ISBN:9783642231506 DOI:10.1007/978-3-642-23151-3_2

  31. MaskedPainter: Feature Selection Method for Microarray Data Analysis
      Article
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
      INTELLIGENT DATA ANALYSIS
      IOS Press
      Vol.16 pp.21 (pp.717-737) ISSN:1088-467X DOI:10.3233/IDA-2012-0546

  32. Analysis of diagnostic pathways for colon cancer
      Article
      

      Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED; Petrigni, Caterina
      FLEXIBLE SERVICES AND MANUFACTURING JOURNAL
      Springer
      Vol.24 pp.21 (pp.379-399) ISSN:1936-6582 DOI:10.1007/s10696-011-9095-2

  2011

  1. Percorsi dell’incertezza verso la tecnoscienza. Studio di un caso rivelatore
     Article
     

     Tipaldo, Giuseppe
     QUADERNI DI SOCIOLOGIA
     Rosenberg & Sellier
     Vol.57 pp.24 (pp.85-108) ISSN:0033-4952 DOI:10.4000/qds.613

  2. «Né qui né altrove!». Critica alle grandi opere: un problema di «cultura civica»?
     Article
     

     Tipaldo, Giuseppe
     RASSEGNA ITALIANA DI SOCIOLOGIA
     Il Mulino
     Vol.LII pp.32 (pp.607-638) ISSN:0486-0349 DOI:10.1423/36019

  3. Among 'Bananas' and 'Backyards': A Statistical Analysis of the Effect of Risk and Scientific Literacy on the Attitude towards a Waste Co-incinerator in Italy
     Article
     

     Tipaldo, Giuseppe
     INTERNATIONAL REVIEW OF SOCIAL RESEARCH
     University of Bucharest Polirom
     Vol.1 pp.20 (pp.53-72) ISSN:2069-8267 DOI:10.1515/irsr-2011-0020

  4. Minimizing ISP Network Energy Cost: Formulation and Solutions
     Article
     

     Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
     IEEE-ACM TRANSACTIONS ON NETWORKING
     IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
     Vol.20 pp.14 (pp.463-476) ISSN:1063-6692 DOI:10.1109/TNET.2011.2161487

  5. Predicting ADSL Lines Data Rate Using Neural Network
     Proceeding
     

     Bota, FLORIN MIRCEA; Khuhawar, FAHEEM YAR KHAN; Mellia, Marco; Munafo', MAURIZIO MATTEO
     In: 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011
     IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
     IEEE Globecom 2011 (Huston, Texas) December 2011
     pp.5 (pp.1-5) ISBN:9781424492664 DOI:10.1109/GLOCOM.2011.6133742

  6. Large-Scale Available Bandwidth Measurements: Interference in Current Techniques
     Article
     

     Croce, Daniele; Leonardi, Emilio; Mellia, Marco
     IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
     IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
     Vol.8 pp.14 (pp.361-374) ISSN:1932-4537 DOI:10.1109/TNSM.2011.110311.110110

  7. YouTube everywhere: impact of device and infrastructure synergies on user experience
     Proceeding
     

     Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Ruben, Torres; Sanjay G., Rao
     In: Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference - IMC '11
     ACM (STATI UNITI D'AMERICA)
     ACM IMC 2011 (Berlin, DE) December 2011
     pp.10 (pp.345-354) ISBN:9781450310130 DOI:10.1145/2068816.2068849

  8. Investigating Overlay Topologies and Dynamics of P2P-TV Systems: The Case of SopCast
     Article
     

     BERMUDEZ CORRALES, IGNACIO NICOLAS; Mellia, Marco; Meo, Michela
     IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
     IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
     Vol.29 pp.9 (pp.1863-1871) ISSN:0733-8716 DOI:10.1109/JSAC.2011.111010

  9. GRiDA: A green distributed algorithm for backbone networks
     Proceeding
     

     Bianzino, ARUNA PREM; Chiaraviglio, Luca; Mellia, Marco
     In: 2011 IEEE Online Conference on Green Communications
     IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
     IEEE Greencom 2011 September 2011
     pp.7 (pp.113-119) ISBN:9781424495184 DOI:10.1109/GreenCom.2011.6082517

  10. Hose rate control for P2P-TV streaming systems
      Proceeding
      

      Birke, ROBERT RENE' MARIA; C., Kiraly; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano
      In: 2011 IEEE International Conference on Peer-to-Peer Computing
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
      IEEE P2P (Kyoto, Japan) August 2011
      pp.4 (pp.202-205) ISBN:9781457701504 DOI:10.1109/P2P.2011.6038736

  11. Passive characterization of sopcast usage in residential ISPs
      Proceeding
      

      BERMUDEZ CORRALES, IGNACIO NICOLAS; Mellia, Marco; Meo, Michela
      In: 2011 IEEE International Conference on Peer-to-Peer Computing
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
      IEEE P2P 2011 (Kyoto, Japan) August 2011
      pp.9 (pp.1-9) ISBN:9781457701504 DOI:10.1109/P2P.2011.6038655

  12. Dissecting Video Server Selection Strategies in the YouTube CDN
      Proceeding
      

      Ruben, Torres; Finamore, Alessandro; Jin Ryong, Kim; Mellia, Marco; Munafo', MAURIZIO MATTEO; Sanjay, Rao
      In: 2011 31st International Conference on Distributed Computing Systems
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
      IEEE ICDCS (Minneapolis, US) June 2011
      pp.10 (pp.248-257) ISBN:9781612843841 DOI:10.1109/ICDCS.2011.43

  13. Mining Unclassified Traffic Using Automatic Clustering Techniques
      Proceeding
      

      Finamore, Alessandro; Mellia, Marco; Meo, Michela
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Lecture Notes in Computer Science
      Springer
      Traffic Monitoring and Analysis (Vienna) 27/4/2011
      Vol.6613 pp.14 (pp.150-163) ISSN:0302-9743 ISBN:9783642203046 DOI:10.1007/978-3-642-20305-3_13

  14. Modeling sleep modes gains with random graphs
      Proceeding
      

      Chiaraviglio, Luca; Ciullo, Delia; Mellia, Marco; Meo, Michela
      In: 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
      IEEE Infocom Workshop on Green Communications and Networking (Shanghai) April 2011
      pp.6 (pp.355-360) ISBN:9781457702495 DOI:10.1109/INFCOMW.2011.5928837

  15. Impact of adverse network conditions on P2P-TV systems: Experimental evidence
      Article
      

      Eugenio, Alessandria; Massimo, Gallo; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      COMPUTER NETWORKS
      Elsevier
      Vol.55 pp.16 (pp.2035-2050) ISSN:1389-1286 DOI:10.1016/j.comnet.2011.02.008

  16. Experiences of Internet Traffic Monitoring with Tstat
      Article
      

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO
      IEEE NETWORK
      IEEE
      Vol.25 pp.7 (pp.8-14) ISSN:0890-8044 DOI:10.1109/MNET.2011.5772055

  17. An Efficient Itemset Mining Approach for Data Streams
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto; Grimaudo, Luigi
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Knowlege-Based and Intelligent Information and Engineering Systems- 15th International Conference, {KES} 2011, Kaiserslautern, Germany, September 12-14, 2011, Proceedings, Part II
      Springer
      15th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems, KES 2011 (Kaiserslautern (DE)) September 12- 14, 2011
      Vol.6882 pp.9 (pp.515-523) ISSN:0302-9743 ISBN:9783642238628 DOI:10.1007/978-3-642-23863-5_53

  18. Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules
      Article
      

      Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
      INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS
      IGI-GLOBAL
      Vol.7 pp.22 (pp.1-22) ISSN:1552-6283 DOI:10.4018/jswis.2011040101

  19. PatTexSum : A pattern-based text summarizer
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Jabeen, Saima
      In: Proceedings of AI*IA Workshop on Mining Complex Patterns 2011
      AI*IA Workshop on Mining Complex Patterns (MCP 2011) in conjunction with the XII International Conference of the Italian Association for Artificial Intelligence (AI*IA’11) (Palermo (Italy)) 15-17 Settembre 2011
      pp.12 (pp.18-29)

  20. Laboratory Assistant Suite platform for biomedical data management and integration
      Proceeding
      

      Baralis, ELENA MARIA; Bertotti, A.; Bussolino, F.; Fiori, Alessandro; Grand, Alberto; Medico, E.; Renzulli, T.
      In: Proceedings del Congresso AICA
      CONGRESSO NAZIONALE AICA 2011 Smart Tech & Smart Innovation La strada per costruire futuro (Torino (Italy)) 15-17 Novembre 2011
      

  21. Abacus: Accurate behavioral classification of P2P-TV traffic
      Article
      

      P., Bermolen; Mellia, Marco; Meo, Michela; D., Rossi; S., Valenti
      COMPUTER NETWORKS
      Elsevier
      Vol.55 pp.17 (pp.1394-1411) ISSN:1389-1286 DOI:10.1016/j.comnet.2010.12.004

  22. Architecture of a Network-Aware P2P-TV Application: the NAPA-WINE Approach
      Article
      

      Birke, ROBERT RENE' MARIA; Leonardi, Emilio; Mellia, Marco; Bakay, A.; Szemethy, T.; Mathieu, F.; Muscariello, L.; Niccolini, S.; Seedorf, J.; Tropea, G.
      IEEE COMMUNICATIONS MAGAZINE
      IEEE
      Vol.49 pp.10 (pp.154-163) ISSN:0163-6804 DOI:10.1109/MCOM.2011.5784001

  23. Measuring gene similarity by means of the classification distance
      Article
      

      Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
      KNOWLEDGE AND INFORMATION SYSTEMS
      Springer London
      Vol.29 pp.21 (pp.81-101) ISSN:0219-1377 DOI:10.1007/s10115-010-0374-0

  24. Discovering higher level correlations from XML data
      Book chapter
      

      Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
      XML Data Mining: Models, Methods, and Applications
      IGI Global (STATI UNITI D'AMERICA)
      pp.28 (pp.288-315) ISBN:9781613503560 DOI:10.4018/978-1-61350-356-0.ch013

  25. CAS-MINE: Providing personalized services in context-aware applications by means of generalized rules.
      Article
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
      KNOWLEDGE AND INFORMATION SYSTEMS
      Springer
      Vol.28 pp.28 (pp.283-310) ISSN:0219-1377 DOI:10.1007/s10115-010-0359-z

  26. Community-contributed media collections: Knowledge at our fingertips
      Book chapter
      

      Cerquitelli, Tania; Fiori, Alessandro; Grand, Alberto
      Community-Built Databases : Research and Development
      Springer
      pp.27 (pp.21-47) ISBN:9783642190469 DOI:10.1007/978-3-642-19047-6_2

  27. Energy saving models for wireless sensor networks
      Article
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania
      KNOWLEDGE AND INFORMATION SYSTEMS
      Springer
      Vol.28 pp.30 (pp.615-644) ISSN:0219-1377 DOI:10.1007/s10115-010-0328-6

  28. Exploiting Heterogeneity in P2P Video Streaming
      Article
      

      COUTO DA SILVA, ANA PAULA; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      IEEE TRANSACTIONS ON COMPUTERS
      IEEE
      Vol.60 pp.12 (pp.667-679) ISSN:0018-9340 DOI:10.1109/TC.2010.244

  29. Microarray data mining: issues and prospects
      Book chapter
      

      Bruno, Giulia; Fiori, Alessandro
      Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains
      IGI Global
      pp.25 (pp.23-47) ISBN:9781609600679 DOI:10.4018/978-1-60960-067-9.ch002

  30. Chunk Distribution in Mesh-Based Large-Scale P2P Streaming Systems: A Fluid Approach
      Article
      

      COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
      IEEE
      Vol.22 pp.14 (pp.451-463) ISSN:1045-9219 DOI:10.1109/TPDS.2010.63

  2010

  1. Modeling Athlete Performance Using Clustering Techniques
     Proceeding
     

     Yingying, Li; Chiusano, SILVIA ANNA; Vincenzo, D'Elia
     In: Titolo volume non avvalorato
     3rd International Symposium on Electronic Commerce and Security (Guangzhou, Repubblica Popolare Cinese) 29-31 Luglio 2010
     pp.3 (pp.169-171) ISBN:9789525726114

  2. Demonstrating the Impact of P2P Streaming on Video Quality
     Proceeding
     

     Abeni, L.; Kiraly, C.; Birke, ROBERT RENE' MARIA; Mellia, Marco; Leonardi, Emilio; Traverso, Stefano; LO CIGNO, R.
     In: GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference
     GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference (Miami, FL) 2010-dec.
     pp.1 ISBN:9781424456369

  3. Efficient Uplink Bandwidth Utilization in P2P-TV Streaming Systems
     Proceeding
     

     Carta, Alessandra; Mellia, Marco; Meo, Michela; Traverso, Stefano
     In: GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference
     GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference (Miami, FL) 2010-dec.
     pp.6 (pp.1-6) ISBN:9781424456369 DOI:10.1109/GLOCOM.2010.5683745

  4. Network Friendly P2P Streaming: The NAPA-WINE Architecture
     Proceeding
     

     Leonardi, Emilio; Mellia, Marco; Kiraly, C.; LO CIGNO, R.; Niccolini, S.; Seedorf, J.
     In: Titolo volume non avvalorato
     NEM Summit (Barcellona, SP) 13 October 2010
     pp.6

  5. Analysis of Medical Pathways by means of Frequent Closed Sequences
     Proceeding
     

     Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Domenici, VIRNA CARMEN; Mahoto, NAEEM AHMED; Petrigni, Caterina
     LECTURE NOTES IN COMPUTER SCIENCE
     In: Titolo volume non avvalorato
     Springer
     14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (Cardiff (UK)) 8-10 September 2010
     Vol.6278 pp.8 (pp.418-425) ISSN:0302-9743 ISBN:9783642153921 DOI:10.1007/978-3-642-15393-8_47

  6. Compactly storing frequent itemsets
     Proceeding
     

     Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
     In: Titolo volume non avvalorato
     The 18th Italian Symposium on Advanced Database Systems (Rimini (Italy)) June 20th - 23rd 2010
     pp.8

  7. Array-Tree: A persistent data structure to compactly store frequent itemset
     Proceeding
     

     Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
     In: Titolo volume non avvalorato
     Intelligent Systems (IS), 2010 5th IEEE International Conference (London) 7-9 July 2010
     pp.6 (pp.108-113) ISBN:9781424451630 DOI:10.1109/IS.2010.5548388

  8. Exploiting Wireless Sensor Networks for Monitoring Building Performance
     Proceeding
     

     Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Montrucchio, Bartolomeo; MURILLO ROMERO, LAURA MARCELA; Rebaudengo, Maurizio; SANCHEZ SANCHEZ, ERWING RICARDO; Tonelli, Diego
     In: Titolo volume non avvalorato
     Congresso Nazionale AICA 2010 (L'Aquila, Italy) 29 Set. - 1 Oct.
     ISBN:9788890540608

  9. Summarizing Biological Literature with BioSumm
     Proceeding
     

     Baralis, ELENA MARIA; Fiori, Alessandro
     In: Titolo volume non avvalorato
     19th ACM International Conference on Information and Knowledge Management (Toronto) 26-30 Ottobre 2010
     pp.2 (pp.1961-1962) ISBN:9781450300995

  10. PoliSave: Efficient Power Management of Campus PCs
      Proceeding
      

      Chiaraviglio, L.; Mellia, Marco
      In: Software, Telecommunications and Computer Networks (SoftCOM), 2010 International Conference on
      IEEE (STATI UNITI D'AMERICA)
      IEEE SoftCOM (Bol, Croatia) September 2010
      pp.6 (pp.82-87) ISBN:9781424486632

  11. Network Friendly P2P-TV: The Napa-Wine Approach
      Proceeding
      

      L., Abeni; A., Bakay; M., Biazzini; Birke, ROBERT RENE' MARIA; Leonardi, Emilio; R., Lo Cigno; C., Kiraly; Mellia, Marco; S., Niccolini; J., Seedorf; T., Szemethy; G., Tropea
      In: Peer-to-Peer Computing (P2P), 2010 IEEE Tenth International Conference on
      IEEE
      Peer-to-Peer Computing (P2P), 2010 IEEE Tenth International Conference on (Delft, Netherlands) August 2010
      pp.2 (pp.1-2) ISBN:9781424471409 DOI:10.1109/P2P.2010.5569983

  12. Empirical assessment of VoIP overload detection tests
      Proceeding
      

      P., Zuraniewski; Mandjes, M.; Mellia, Marco
      In: Next Generation Internet (NGI), 2010 6th EURO-NF Conference on
      IEEE
      Next Generation Internet (NGI), 2010 6th EURO-NF Conference on (Paris) June 2010
      pp.8 (pp.1-8) ISBN:9781424481675 DOI:10.1109/NGI.2010.5534457

  13. Experiences of VoIP traffic monitoring in a commercial ISP
      Article
      

      Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, M.; Rossi, D.
      INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
      Wiley
      Vol.20 pp.21 (pp.339-359) ISSN:1055-7148 DOI:10.1002/nem.758

  14. Traffic Monitoring and Analysis
      Edited by
      

      Ricciato, F.; Mellia, Marco; Biersack, E.
      Springer (SVIZZERA)
      Vol.6003 pp.2 (pp.V-VI) ISBN:9783642123641

  15. Live Traffic Monitoring with Tstat: Capabilities and Experiences
      Proceeding
      

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO; D., Rossi
      In: Wired/Wireless Internet Communications
      Springer
      8th International ConferenceWired/Wireless Internet Communications, WWIC 2010 (Lulea, SE) June 2010
      Vol.6074 pp.11 (pp.290-301) ISBN:9783642133145 DOI:10.1007/978-3-642-13315-2_24

  16. Energy-Efficient Design of Wavelength-Routing Networks
      Proceeding
      

      Bianco, Andrea; Bonetto, Edoardo; Cuda, Davide; GAVILANES CASTILLO, GUIDO ALEJANDRO; Mellia, Marco; Neri, Fabio
      In: Optical Communication (ECOC), 2010 36th European Conference and Exhibition on
      IEEE (STATI UNITI D'AMERICA)
      ECOC 2010, European Conference on Optical Communication (Torino, Italy) September 2010
      pp.3 ISBN:9781424485345 DOI:10.1109/ECOC.2010.5621487

  17. Comparing P2PTV Traffic Classifiers
      Proceeding
      

      Cascarano, Niccolo'; Este, A.; Risso, FULVIO GIOVANNI OTTAVIO; Gringoli, F.; Salgarelli, L.; Finamore, Alessandro; Mellia, Marco
      In: Communications (ICC), 2010 IEEE International Conference on
      IEEE (STATI UNITI D'AMERICA)
      IEEE ICC (Cape Town, South Africa) 23 May 2010
      pp.6 (pp.1-6) ISBN:9781424464029 DOI:10.1109/ICC.2010.5501744

  18. Predicting the highest workload in cardiopulmonary test.
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; D'Elia, Vincenzo; Molinari, R; Susta, D.
      In: IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010)
      IEEE COMPUTER SOCIETY (STATI UNITI D'AMERICA)
      THE 23RD INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (Perth, Australia) 12-15 October 2010
      pp.6 (pp.32-37) ISBN:9781424491667 DOI:10.1109/CBMS.2010.6042610

  19. QoE in Pull Based P2P-TV Systems: Overlay Topology Design Tradeoff
      Proceeding
      

      Fortuna, R.; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano
      In: IEEE P2P
      IEEE
      10th IEEE International Conference on Peer-to-Peer Computing 2010 (Delft, Netherlands) August 2010
      pp.9 (pp.1-9) ISBN:9781424471409 DOI:10.1109/P2P.2010.5569966

  20. KISS: Stochastic Packet Inspection Classifier for UDP Traffic
      Article
      

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE
      Vol.18 pp.11 (pp.1505-1515) ISSN:1063-6692 DOI:10.1109/TNET.2010.2044046

  21. Constrained itemset mining on a sequence of incoming data blocks
      Article
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
      Vol.25 pp.22 (pp.389-410) ISSN:0884-8173 DOI:10.1002/int.20404

  22. Stochastic Packet Inspection for TCP Traffic1
      Proceeding
      

      LA MANTIA, G.; Rossi, D.; Finamore, Alessandro; Mellia, Marco; Meo, Michela
      In: Communications (ICC), 2010 IEEE International Conference on
      IEEE
      Communications (ICC), 2010 IEEE International Conference on (Cape Town) 23-27 May 2010
      pp.6 (pp.1-6) ISBN:9781424464029 DOI:10.1109/ICC.2010.5502280

  23. Support driven opportunistic aggregation for generalized itemset extraction
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; D'Elia, V; Garza, Paolo
      In: The 2010 IEEE Conference on Intelligent Systems
      IEEE Computer Society
      IEEE Conference on Intelligent Systems (London (UK)) July 7-9, 2010
      pp.6 (pp.102-107) ISBN:9781424451647 DOI:10.1109/IS.2010.5548348

  24. Energy saving and network performance: a trade-off approach
      Proceeding
      

      Panarello, C.; Lombardo, L.; Schembra, G.; Chiaraviglio, Luca; Mellia, Marco
      In: Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
      ACM
      International Conference on Energy-Efficient Computing and Networking (Passau, Germania) Aprile 2010
      pp.10 (pp.41-50) ISBN:9781450300421 DOI:10.1145/1791314.1791321

  25. TOD, Temporal Outlier Detection by using quasi-functional temporal dependencies
      Article
      

      Bruno, Giulia; Garza, Paolo
      DATA & KNOWLEDGE ENGINEERING
      Vol.69 pp.21 (pp.619-639) ISSN:0169-023X DOI:10.1016/j.datak.2010.02.003

  26. A Persistent HY-Tree to Efficiently Support Itemset Mining on Large Datasets
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      In: 25th ACM Symposium On Applied Computing
      25th ACM Symposium On Applied Computing (Sierre, Switzerland) March 22-26, 2010
      Vol.2 (pp.1060-1064) ISBN:9781605586380

  27. Network Awareness of P2P Live Streaming Applications: A Measurement Study
      Article
      

      Ciullo, Delia; Garcia, M. A.; Horvath, A.; Leonardi, Emilio; Mellia, Marco; Rossi, D.; Telek, M.; Veglia, P.
      IEEE TRANSACTIONS ON MULTIMEDIA
      IEEE
      Vol.12 pp.10 (pp.54-63) ISSN:1520-9210 DOI:10.1109/TMM.2009.2036231

  28. NEtwork Digest analysis driven by association rule discoverers
      Book chapter
      

      Apiletti, Daniele; Cerquitelli, Tania; D'Elia, V.
      Intelligent Systems: From Theory to Practice
      Springer Verlag
      Vol.299/2010 pp.31 (pp.41-71) ISBN:9783642134272 DOI:10.1007/978-3-642-13428-9_3

  29. Semantic-enriched data mining techniques for intensional service representation
      Book chapter
      

      Bianchini, D; Garza, Paolo; Quintarelli, E.
      Management of the Interconnected World
      Springer
      pp.8 (pp.167-174) ISBN:9783790824032

  30. Measurement of IPTV traffic from an Operative Network
      Article
      

      Mellia, Marco; Meo, Michela
      EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS
      JOHN WILEY & SONS
      Vol.21 pp.13 (pp.324-336) ISSN:1124-318X DOI:10.1002/ett.1401

  31. Mining rare association rules by discovering quasi-functional dependencies: an incremental approach
      Book chapter
      

      Bruno, Giulia; Garza, Paolo; Quintarelli, E.
      Rare Association Rule Mining and Knowledge Discovery: Technologies for Infrequent and Critical Event Detection
      Information Science Reference (IGI Global) (STATI UNITI D'AMERICA)
      pp.19 (pp.131-149) ISBN:9781605667546 DOI:10.4018/978-1-60566-754-6.ch009

  2009

  1. Inferring undesirable behavior from P2P traffic analysis
     Proceeding
     

     Torres, R. D.; Hajjat, M. Y.; Rao, S. G.; Mellia, Marco; Munafo', MAURIZIO MATTEO
     In: SIGMETRICS '09 Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
     ACM (STATI UNITI D'AMERICA)
     ACM SIGMETRICS '09 (Seattle, WA (USA)) JUNE 15-19, 2009
     pp.12 (pp.25-36) ISBN:9781605585116 DOI:10.1145/1555349.1555353

  2. Understanding Skype Signaling
     Article
     

     Rossi, D.; Mellia, Marco; Meo, Michela
     COMPUTER NETWORKS
     Elsevier
     Vol.53 pp.11 (pp.130-140) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.10.013

  3. Network awareness in P2P-TV applications
     Proceeding
     

     Traverso, Stefano; Leonardi, Emilio; Mellia, Marco; Meo, Michela
     In: Lecture Notes In Computer Science; Vol. 5733 Proceedings of the 15th Open European Summer School and IFIP TC6.6 Workshop on The Internet of the Future
     Springer-Verlag (GERMANIA)
     Eunice 2009 (Barcelona) 7-9 settembre 2009
     Vol.5733 pp.10 (pp.41-50) ISBN:9783642036996 DOI:10.1007/978-3-642-03700-9_5

  4. The Quest for Bandwidth Estimation Techniques for large-scale Distributed Systems
     Article
     

     Croce, D.; Mellia, Marco; Leonardi, Emilio
     PERFORMANCE EVALUATION REVIEW
     ACM
     Vol.37 pp.6 (pp.20-25) ISSN:0163-5999 DOI:10.1145/1710115.1710120

  5. Energy-aware models for sensor network data acquisition.
     Proceeding
     

     Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Cheema, ADEEL ASHRAF
     In: IEEE/ACM DCOSS'09 International Conference on Distributed Computing in Sensor Systems
     5th IEEE/ACM DCOSS International Conference on Distributed Computing in Sensor Systems (MARINA DEL REY, CALIFORNIA,) JUNE 8-10, 2009
     ISBN:9789609313292

  6. Web User-session Inference by Means of Clustering Techniques
     Article
     

     Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L.
     IEEE-ACM TRANSACTIONS ON NETWORKING
     IEEE
     Vol.17 pp.12 (pp.405-416) ISSN:1063-6692 DOI:10.1109/TNET.2008.927009

  7. Real-time and Mobile Physiological Data Analysis
     Book chapter
     

     Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Fiori, Alessandro
     Information Discovery on Electronic Health Records
     Chapman & Hall/CRC
     pp.23 (pp.227-249) ISBN:9781420090383

  8. Power-Aware Routing and Wavelength Assignment in Optical Networks
     Proceeding
     

     Yong, Wu; Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
     In: 35th European Conference on Optical Communication (ECOC 2009)
     IEEE (STATI UNITI D'AMERICA)
     35th European Conference on Optical Communication (ECOC 2009) (Vienna, Austria) Sept. 2009
     pp.2 (pp.1-2) ISBN:9781424450961

  9. Energy-aware Backbone Networks: a Case Study
     Proceeding
     

     Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
     In: First International Workshop on Green Communications (GreenComm'09)
     IEEE
     First International Workshop on Green Communications (GreenComm'09) (Dresden, Germany) 18 June 2009
     (pp.1-5) ISBN:9781424434374 DOI:10.1109/ICCW.2009.5208038

  10. Reducing Power Consumption in Backbone Networks
      Proceeding
      

      Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
      In: IEEE International Communications Conference (ICC 2009), Next Generation Networking Symposium
      IEEE
      IEEE International Communications Conference (ICC 2009) (Dresden, Germany) 14-18 June 2009
      pp.6 (pp.1-6) ISBN:9781424434350 DOI:10.1109/ICC.2009.5199404

  11. Adaptive Overlay Topology for Mesh-Based P2P-TV Systems
      Proceeding
      

      Lobb, R.; COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      In: ACM NOSSDAV 2009
      ACM NOSSDAV (Williamsburg, Virginia, USA) June 2009
      pp.6 (pp.31-36) ISBN:9781605584331 DOI:10.1145/1542245.1542253

  12. Context-Aware User and Service Profiling by means of Generalized Association Rules
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Proceedings of the13th International Conference on Knowledge-based and Intelligent Systems (KES'09)
      SPRINGER-VERLAG
      13th International Conference on Knowledge-based and Intelligent Systems (KES'09) (Santiago Chile) September 28-30, 2009
      Vol.Volume 5712/2009 pp.8 (pp.50-57) ISSN:0302-9743 ISBN:9783642045912 DOI:10.1007/978-3-642-04592-9_7

  13. Two Schemes to Reduce Latency in Short Lived TCP Flows
      Article
      

      Ciullo, Delia; Mellia, Marco; Meo, Michela
      IEEE COMMUNICATIONS LETTERS
      IEEE
      Vol.13 pp.3 (pp.806-808) ISSN:1089-7798 DOI:10.1109/LCOMM.2009.091149

  14. How Much Can The Internet Be Greened?
      Proceeding
      

      Chiaraviglio, Luca; Ciullo, Delia; Leonardi, Emilio; Mellia, Marco
      In: 2nd International Workshop on Green Communications (GreenComm 2)
      IEEE
      2nd International Workshop on Green Communications (GreenComm 2) (Honolulu, Hawaii) Dicembre 2009
      pp.6 (pp.1-6) ISBN:9781424456260 DOI:10.1109/GLOCOMW.2009.5360677

  15. Accurate and Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets
      Book chapter
      

      Valenti, S; Rossi, D; Meo, Michela; Mellia, Marco; Bermolen, P.
      Traffic Monitoring and Analysis
      Springer (GERMANIA)
      Vol.5537/2009 pp.9 (pp.84-92) ISBN:9783642016448 DOI:10.1007/978-3-642-01645-5_10

  16. KISS: Stochastic Packet Inspection
      Book chapter
      

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
      Traffic Monitoring and Analysis
      Springer (GERMANIA)
      Vol.5537/2009 pp.9 (pp.117-125) ISBN:9783642016448 DOI:10.1007/978-3-642-01645-5_14

  17. KISSS: Stochastic Packet Inspection for UDP Traffic Classification
      Book chapter
      

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
      RECIPE. Robust and Efficient Traffic Classification in IP Networks
      Fridericiana Editrice Universitaria (ITALIA)
      Vol.1 pp.20 (pp.104-123) ISBN:9788883380815

  18. Generalized Association Rules to Support Context-aware User and Service Profiling
      Proceeding
      

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
      In: 17th Italian Symposium on Advanced Database Systems
      17th Italian Symposium on Advanced Database Systems (Camogli) June 21-24
      (pp.101-108) ISBN:9788861221543

  19. Evidences Behind Skype Outage
      Proceeding
      

      Rossi, D; Mellia, Marco; Meo, Michela
      In: Communications, 2009. ICC '09. IEEE International Conference on
      IEEE
      Communications, 2009. ICC '09. IEEE International Conference on (Dresden, Germany) 15 June 2009
      pp.6 (pp.1-6) ISBN:9781424434350 DOI:10.1109/ICC.2009.5199012

  20. An abacus for P2P-TV traffic classification
      Proceeding
      

      Valenti, S; Rossi, D; Meo, Michela; Mellia, Marco; Bermolen, P.
      In: Titolo volume non avvalorato
      IEEE
      IEEE INFOCOM 2009 Demo Session (Rio de Janeiro) 15 April 2008
      

  21. Network Awareness of P2P Live Streaming Applications
      Proceeding
      

      Ciullo, Delia; GARCIA DA ROCHA NETA, MARIA ANTONIETA; Horvat, A.; Leonardi, Emilio; Mellia, Marco; Rossi, D.; Telek, M.; Veglia, P.
      In: Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on
      IEEE
      Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on (Rome, Italy) May 29, 2009
      pp.7 (pp.1-7) ISBN:9781424437511 DOI:10.1109/IPDPS.2009.5160953

  22. Traffic classification and its applications to modern networks - Guest Editorial
      Article
      

      Mellia, Marco; Pescape', A; Salgarelli, L.
      COMPUTER NETWORKS
      Vol.53 (pp.759-760) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.12.007

  23. P2P-TV systems under adverse network conditions: a measurement study
      Proceeding
      

      Alessandria, E; Gallo, M; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      In: IEEE Infocom 2009
      IEEE (STATI UNITI D'AMERICA)
      IEEE Infocom 2009 (Rio de Janeiro) 21 April 2009
      pp.9 (pp.100-108) ISBN:9781424435128 DOI:10.1109/INFCOM.2009.5061911

  24. Detailed Analysis of Skype Traffic
      Article
      

      Bonfiglio, D; Mellia, Marco; Meo, Michela; Rossi, D.
      IEEE TRANSACTIONS ON MULTIMEDIA
      IEEE
      Vol.11 pp.11 (pp.117-127) ISSN:1520-9210 DOI:10.1109/TMM.2008.2008927

  25. NetCluster: a Clustering-Based Framework for Internet Tomography
      Proceeding
      

      Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco
      In: Proceedings of the IEEE International Conference on Communications 2009 (IEEE ICC '09)
      IEEE (STATI UNITI D'AMERICA)
      IEEE ICC, International Conference on Communications 2009 (Dresden, Germany) June 14-18
      pp.5 ISBN:9781424434350 DOI:10.1109/ICC.2009.5199216

  26. Characterizing network traffic by means of the NetMine framework
      Article
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
      COMPUTER NETWORKS
      Elsevier B.V.
      Vol.53 pp.16 (pp.774-789) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.12.011

  27. Extraction of Constraints from Biological Data
      Book chapter
      

      Apiletti, Daniele; Bruno, Giulia; Ficarra, Elisa; Baralis, ELENA MARIA
      Biomedical Data and Applications.
      Springer
      Vol.224 pp.18 (pp.169-186) ISBN:9783642021923 DOI:10.1007/978-3-642-02193-0_7

  28. Real-time analysis of physiological data to support medical applications
      Article
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
      IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
      IEEE Press
      Vol.13 pp.9 (pp.313-321) ISSN:1089-7771 DOI:10.1109/TITB.2008.2010702

  29. Selection of High Quality Rules in Associative Classification
      Book chapter
      

      Chiusano, SILVIA ANNA; Garza, Paolo
      Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction
      IGI Global
      pp.26 (pp.173-198) ISBN:9781605664040

  30. Intelligent Acquisition Techniques for Sensor Network Data
      Book chapter
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
      Intelligent Techniques for Warehousing and Mining Sensor Network Data
      IGI-GLOBAL
      pp.20 (pp.159-178) ISBN:9781605663289

  31. IMine: Index Support for Itemset Mining
      Article
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Press
      Vol.21 pp.14 (pp.493-506) ISSN:1041-4347 DOI:10.1109/TKDE.2008.180

  2008

  1. Meglio i diamanti. Comunicare i rifiuti tra paura e indifferenza
     Book chapter
     

     Tipaldo, Giuseppe
     Energia da biomasse e rifiuti
     Franco Angeli
     pp.19 (pp.103-121) ISBN:9788856803099

  2. METHOD AND SYSTEM FOR DETECTING A SINGLE DATA FLOW IN AN AGGREGATE PACKET DATA FLOW AND FOR IDENTIFYING THE APPLICATION GENERATING SAID SINGLE DATA FLOW
     Patent
     

     Perino, M; Mellia, Marco; Meo, Michela; Rossi, D.
     N.WO2008149203

  3. METHOD AND APPARATUS FOR DETECTING VOCAL DATA FLOW IN A PACKET DATA FLOW
     Patent
     

     Perino, M; Mellia, Marco; Meo, Michela; Rossi, D.
     N.WO/2008/075167

  4. Energy-Aware Networks: Reducing Power Consumption By Switching Off Network Elements (invited paper)
     Proceeding
     

     Chiaraviglio, Luca; Mellia, Marco; Neri, F.
     In: Titolo volume non avvalorato
     FEDERICA-Phosphorus tutorial and workshop (TNC2008) (Brugges, BE) 18 May 2008
     

  5. Understanding P2P-TV Systems Through Real Measurements
     Proceeding
     

     Ciullo, Delia; Mellia, Marco; Meo, Michela; Leonardi, Emilio
     In: Proceedings of Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008
     IEEE Communication Society (STATI UNITI D'AMERICA)
     Global Telecommunications Conference, 2008. IEEE GLOBECOM 2008. IEEE (New Orleans, Louisiana) 30 NOVEMBER 2008
     pp.6 (pp.1-6) ISBN:9781424423248 DOI:10.1109/GLOCOM.2008.ECP.442

  6. A Bandwidth-Aware Scheduling Strategy for P2P-TV Systems
     Proceeding
     

     COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela
     In: 8th International Conference on Peer-to-Peer Computing 2008 (P2P'08)
     IEE Computer Society (STATI UNITI D'AMERICA)
     Proceedings of the 2008 Eighth International Conference on Peer-to-Peer Computing (Aachen) September 8-11, 2008
     Vol.00 (pp.279-288) ISBN:9780769533186 DOI:10.1109/P2P.2008.38

  7. Pictures from the Skype
     Proceeding
     

     Bonfiglio, D; Mellia, Marco; Meo, Michela; Rossi, D; Valenti, S; Veglia, P.
     In: ACM Sigmetrics 2008
     ACM Sigmetrics 2008 (Annapolis, Maryland, USA) JUNE 2-6, 2008
     (pp.83-86) ISBN:9781605580050

  8. Energy-Aware UMTS Core Network Design
     Proceeding
     

     Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
     In: Titolo volume non avvalorato
     The 11th International Symposium on Wireless Personal Multimedia Communications (WPMC 2008) (Lapland, Finland) SEPTEMBER 9-11, 2008
     (pp.1-5)

  9. Pictures from the Skype
     Article
     

     Rossi, D; Valenti, S; Veglia, P; Bonfiglio, D; Mellia, Marco; Meo, Michela
     PERFORMANCE EVALUATION REVIEW
     ACM
     Vol.36 pp.4 (pp.83-86) ISSN:0163-5999 DOI:10.1145/1453175.1453191

  10. Exploring Heterogeneous Biological Data Sources
      Proceeding
      

      Baralis, ELENA MARIA; Fiori, Alessandro
      In: Titolo volume non avvalorato
      DEXA Workshops 2008 (Torino, Italy) 1-5 September, 2008
      (pp.647-651)

  11. Generalized association rules to support Network Digest analysis
      Proceeding
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
      In: Titolo volume non avvalorato
      Italian Symposium on Advanced Database Systems, SEBD 2008 (Mondello (PA), Italy) June 22-25, 2008
      

  12. Network Digest analysis by means of association rules
      Proceeding
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
      In: Intelligent Systems, 2008. IS '08. 4th International IEEE Conference
      IEEE (STATI UNITI D'AMERICA)
      Intelligent Systems, 2008. IS '08. 4th International IEEE Conference (Varna, Bulgaria) September 6-8, 2008
      pp.6 (pp.1-6) ISBN:9781424417391 DOI:10.1109/IS.2008.4670505

  13. BioSumm: a novel summarizer oriented to biological information
      Proceeding
      

      Baralis, ELENA MARIA; Fiori, Alessandro; Montrucchio, L.
      In: Titolo volume non avvalorato
      8th IEEE International Symposium on BioInformatics & BioEngineering (Athens) 8-10 October
      ISBN:9781424428458

  14. Soft real-time view management
      Proceeding
      

      Baralis, ELENA MARIA; Cabutto, M; Cerquitelli, Tania; Garofalo, A; Garza, Paolo
      In: Titolo volume non avvalorato
      4th International IEEE Conference on Intelligent Systems (Varna, Bulgaria) September 6-8, 2008
      (pp.23-28) ISBN:9781424417391

  15. Minimum Number of Genes for Microarray Feature Selection
      Proceeding
      

      Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
      In: Titolo volume non avvalorato
      30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Vancouver, BC Canada) August 20-24, 2008
      (pp.5692-5695) ISBN:9781424418152

  16. Energy aware Networks: Reducing Power Consumption by Switching Off Network Portions
      Proceeding
      

      Chiaraviglio, Luca; Mellia, M; Neri, F.
      In: Titolo volume non avvalorato
      National Telecommunications and Information Theory Group Meeting (GTTI) (Firenze) 16-18 GIUGNO 2008
      (pp.1-6)

  17. A Lagrangean Relaxation Approach for QoS Networks CFA Problems
      Article
      

      Wille, E; Mellia, Marco; Leonardi, Emilio
      AEÜ. INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS
      (pp.1-11) ISSN:1434-8411 DOI:10.1016/J.AEUE.2008.06.006

  18. Building a Cooperative P2P-TV Application over a Wise Network: the Approach of the European FP-7 STREP NAPA-WINE
      Article
      

      Leonardi, Emilio; Mellia, Marco; A., Horvath; L., Muscariello; S., Niccolini; D., Rossi
      IEEE COMMUNICATIONS MAGAZINE
      IEEE
      Vol.46 pp.2 (pp.20-22) ISSN:0163-6804 DOI:10.1109/MCOM.2008.4481334

  19. Passive analysis of TCP anomalies
      Article
      

      Mellia, Marco; Meo, Michela; Muscariello, L; Rossi, D.
      COMPUTER NETWORKS
      Elsevier
      Vol.52 pp.14 (pp.2663-2676) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.05.010

  20. Temporal Association Rules for Gene Regulatory Networks
      Proceeding
      

      Baralis, ELENA MARIA; Bruno, Giulia; Ficarra, Elisa
      In: Titolo volume non avvalorato
      IEEE International Conference on Intelligent Systems (IS2008) (Varna, Bulgaria) September 6-8, 2008
      Vol.2 (pp.12-2-12-7) ISBN:9789781424410

  21. Quando il PC diventa un telefono. Gratis e senza intercettazioni
      Article
      

      Mellia, Marco; Meo, Michela; D., Rossi
      MEDIA DUEMILA
      Vol.2 (pp.8-11) ISSN:0393-0599

  22. Control and Management Plane in a Multi-stage Software Router Architecture
      Proceeding
      

      Bianco, Andrea; Birke, ROBERT RENE' MARIA; J., Finochietto; Giraudo, Luca; F., Marenco; Mellia, Marco; A., Khan; D., Manjunath
      In: HPSR 2008
      IEEE (STATI UNITI D'AMERICA)
      IEEE Workshop on High Performance Switching and Routing (Shanghai, China) MAY 15-17 2008
      pp.6 (pp.235-240) ISBN:9781424419814 DOI:10.1109/HSPR.2008.4734449

  23. Tracking Down Skype Traffic
      Proceeding
      

      Bonfiglio, D; Mellia, Marco; Meo, Michela; Ritacca, N; Rossi, D.
      In: Titolo volume non avvalorato
      IEEE Communication Society (STATI UNITI D'AMERICA)
      IEEE Infocom 2008 (Phoenix, AZ) 15 April 2008
      (pp.843-851) ISBN:9781424420254 DOI:10.1109/INFOCOM.2008.61

  24. A Detailed Measurement of Skype Network Traffic
      Proceeding
      

      Rossi, D; Mellia, Marco; Meo, Michela
      In: Titolo volume non avvalorato
      ACM
      7th International Workshop on Peer-to-Peer Systems (IPTPS '08) (Tampa Bay, Florida) 25 FEBRUARY 2008
      pp.6 (pp.12-18)

  25. Following Skype Signaling Footsteps
      Proceeding
      

      Rossi, D; Mellia, Marco; Meo, Michela
      In: IT-NEWS - QoS-IP 2008 - The Fourth International Workshop on QoS in Multiservice IP Networks
      IEEE
      IT-NEWS - QoS-IP 2008 - The Fourth International Workshop on QoS in Multiservice IP Networks (Venice) 13 FEBBRUARY 2008
      pp.6 (pp.248-253) ISBN:9781424418442 DOI:10.1109/ITNEWS.2008.4488161

  26. Real-time Individuation of Global Unsafe Anomalies and Alarm Activation
      Book chapter
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
      STUDIES IN COMPUTATIONAL INTELLIGENCE
      Intelligent Techniques and Tools for Novel System Architectures
      Springer Berlin Heidelberg (GERMANIA)
      Vol.109/2008 pp.17 (pp.220-236) ISSN:1860-949X ISBN:9783540776215 DOI:10.1007/978-3-540-77623-9_13

  27. Indexing Evolving Databases for Itemset Mining
      Book chapter
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      "Intelligent Techniques and Tools for Novel System Architectures" in the series of "Studies in Computational Intelligence"
      Springer-Verlag Berlin Heidelberg (GERMANIA)
      Vol.109 pp.19 (pp.305-323) ISBN:9783540776215 DOI:10.1007/978-3-540-77623-9_18

  28. Traditional IP Measurements: What Changes in a Today Multimedia IP Network
      Proceeding
      

      Ciullo, Delia; Mellia, Marco; Meo, Michela
      In: Telecommunication Networking Workshop on QoS in Multiservice IP Networks, 2008. IT-NEWS 2008. 4th International
      IT-NEWS (QoS-IP 2008) (Venice, Italy) FEBRUARY 2008
      pp.6 (pp.262-267) ISBN:9781424418442 DOI:10.1109/ITNEWS.2008.4488163

  29. A Lazy Approach to Associative classification
      Article
      

      Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Garza, Paolo
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Press
      Vol.20(2) pp.16 (pp.156-171) ISSN:1041-4347 DOI:10.1109/TKDE.2007.190677

  30. Ubiquitous risk analysis of physiological data
      Book chapter
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
      Handbook of Research on Distributed Medical Informatics & E-Health
      IGI Global
      pp.14 (pp.478-491) ISBN:9781605660028

  31. Applying Sequential Rules to Protein Localization Prediction
      Article
      

      Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Dutto, Riccardo
      COMPUTERS & MATHEMATICS WITH APPLICATIONS
      Vol.55/5 (pp.867-878) ISSN:0898-1221 DOI:10.1016/j.camwa.2006.12.086

  32. Compact Representations of Sequential Classification Rules
      Book chapter
      

      Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Dutto, R; Mantellini, L.
      "Data Mining: Foundations and Practice" in the Series "Studies in Computational Intelligence"
      Springer-Verlag Berlin Heidelberg (GERMANIA)
      Vol.118 pp.30 (pp.1-30) ISBN:9783540784876 DOI:10.1007/978-3-540-78488-3_1

  2007

  1. Mostro o meraviglia? Un’analisi comparata della stampa nell’insediamento di un inceneritore di rifiuti urbani a Torino e a Trento
     Article
     

     Tipaldo, Giuseppe
     COMUNICAZIONE POLITICA
     Franco Angeli
     Vol.8 pp.31 (pp.67-97) ISSN:1594-6061

  2. L'analisi del contenuto nella ricerca sociale. Spunti per una riflessione multidisciplinare
     Book
     

     Tipaldo, Giuseppe
     Stampatori
     pp.85 (pp.1-85) ISBN:9788888057804

  3. Using mined patterns for XML Query Answering
     Book chapter
     

     Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E; Tanca, L.
     SUCCESSES AND NEW DIRECTIONS IN DATA MINING
     (pp.39-66) ISBN:9781599046457

  4. Optimal Scheduling and Routing for Maximum Network Throughput
     Article
     

     Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Neri, Fabio
     IEEE-ACM TRANSACTIONS ON NETWORKING
     IEEE and ACM
     Vol.15 pp.14 (pp.1541-1554) ISSN:1063-6692 DOI:10.1109/TNET.2007.896486

  5. Metodo per rilevare un singolo flusso datiall'interno di un flusso aggregato di dati a pacchetti e per identificarel'applicazione generatrice del singolo flusso dati
     Patent
     

     Perino, Massimo; Mellia, Marco; Rossi, Dario; Meo, Michela
     N.MI2007A001141

  6. RWA in reti WDM: Impatto degli effetti trasmissivi
     Proceeding
     

     Bogliolo, Gloria; Curri, Vittorio; M., Mellia
     In: Atti di FOTONICA 2007
     FOTONICA 2007 (Mantova, Italia) 21-23 Maggio 2007
     

  7. Gene-Markers Representation for Microarray Data Integration
     Proceeding
     

     Baralis, ELENA MARIA; Ficarra, Elisa; Fiori, Alessandro; Macii, Enrico
     In: Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering
     7th IEEE International Symposium on BioInformatics & BioEngineering (Boston) 14-17 October 2007
     Vol.2 (pp.1056-1060) ISBN:9781424415090

  8. The Painter's Feature Selection for Gene Expression Data
     Proceeding
     

     Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
     In: Titolo volume non avvalorato
     29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Lyon) 23-26 August 2007
     (pp.4227-4230) ISBN:9781424407880

  9. Anomaly Detection in XML databases by means of Association Rules
     Proceeding
     

     Bruno, Giulia; Garza, Paolo; Quintarelli, E; Rossato, R.
     In: 18th International Conference on Database and Expert Systems Applications
     Second International Workshop on Flexible Database and Information Systems Technology (Regensburg, Germany) September 3-7, 2007
     (pp.387-391) ISBN:9780769529325

  10. Modeling a Sensor Network by means of Clustering
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
      PROCEEDINGS - INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS
      In: Database and Expert Systems Applications, 2007. DEXA '07. 18th International Workshop on
      IEEE Computer Society (STATI UNITI D'AMERICA)
      Database and Expert Systems Applications, 2007. DEXA '07. 18th International Workshop on (Regensburg, Germany) 3-7 September 2007
      pp.5 (pp.177-181) ISSN:1529-4188 ISBN:9780769529325 DOI:10.1109/DEXA.2007.23

  11. RADAR: Research of Anomalous Data through Association Rules
      Proceeding
      

      Bruno, Giulia; Garza, Paolo; Quintarelli, E; Rossato, R.
      In: Titolo volume non avvalorato
      15th Italian Symposium on Advanced Database Systems (Fasano, Italy) June 17-20, 2007
      (pp.290-297) ISBN:9788890298103

  12. Anomaly Detection Through Quasi-Functional Dependency Analysis
      Article
      

      Bruno, Giulia; Garza, Paolo; Quintarelli, E; Rossato, R.
      JOURNAL OF DIGITAL INFORMATION MANAGEMENT
      Vol.5 (pp.191-200) ISSN:0972-7272

  13. A Framework for Admission Control and Path Allocation in DiffServ Networks
      Article
      

      AJMONE MARSAN, Marco Giuseppe; Casetti, CLAUDIO ETTORE; Mardente, G; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.5 pp.15 (pp.2738-2752) ISSN:1389-1286 DOI:10.1016/j.comnet.2006.11.022

  14. Revealing Skype Traffic: when Randomness Plays with You
      Article
      

      D., Bonfiglio; Mellia, Marco; Meo, Michela; D., Rossi; P., Tofanelli
      COMPUTER COMMUNICATION REVIEW
      ACM
      Vol.37 pp.12 (pp.37-48) ISSN:0146-4833 DOI:10.1145/1282427.1282386

  15. Measurements of Multicast Television over IP
      Proceeding
      

      Kashif, I; Mellia, Marco; Meo, Michela
      In: Local & Metropolitan Area Networks, 2007. LANMAN 2007. 15th IEEE Workshop on
      IEEE (STATI UNITI D'AMERICA)
      Local & Metropolitan Area Networks, 2007. LANMAN 2007. 15th IEEE Workshop on (Princeton) June 2007
      pp.6 (pp.170-175) ISBN:9781424411009 DOI:10.1109/LANMAN.2007.4295994

  16. Understanding VoIP from Backbone Measurements
      Proceeding
      

      Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, Michele; Rossi, D.
      In: INFOCOM 2007. 26th IEEE International Conference on Computer Communications. IEEE
      IEEE (STATI UNITI D'AMERICA)
      IEEE Infocom (Anchorage) May 2007
      pp.9 (pp.2027-2035) ISBN:9781424410477 DOI:10.1109/INFCOM.2007.235

  17. SAPhyRA: Stream Analysis for Physiological Risk Assessment
      Proceeding
      

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
      In: 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007)
      IEEE COMPUTER SOCIETY (STATI UNITI D'AMERICA)
      IEEE CBMS'07 - 20th International Symposium on Computer-Based Medical Systems (Maribor, Slovenia) June 20-22, 2007
      pp.6 (pp.193-198) ISBN:9780769529059 DOI:10.1109/CBMS.2007.95

  18. Theoretical Performance of Input Queued Switches using Lyapunov Methodology
      Book chapter
      

      Bianco, Andrea; Giaccone, Paolo; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
      High-performance Packet Switching Architectures
      Springer (REGNO UNITO DI GRAN BRETAGNA)
      Vol.XIV pp.25 (pp.39-63) ISBN:9781846282737 DOI:10.1007/1-84628-274-8_2

  19. Multistage Switching Architectures for Software Routers
      Article
      

      Bianco, Andrea; Finochietto, J; Mellia, Marco; Neri, Fabio; Galante, G.
      IEEE NETWORK
      IEEE
      Vol.21 pp.7 (pp.15-21) ISSN:0890-8044 DOI:10.1109/MNET.2007.386465

  20. Considering Transmission Impairments in RWA Problem: Greedy and Metahuristic Solutions
      Proceeding
      

      Bogliolo, Gloria; Curri, Vittorio; Mellia, Marco
      In: OFC/NFOEC 2007 Proceedings
      OFC/NFOEC 2007 (Anaheim, California, USA) 25-29 Marzo
      

  21. Answering XML Queries by means of Data Summaries
      Article
      

      Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E; Tanca, L.
      ACM TRANSACTIONS ON INFORMATION SYSTEMS
      ACM
      Vol.25 pp.33 (pp.1-33) ISSN:1046-8188 DOI:10.1145/1247715.1247716

  2006

  1. La costruzione del consenso intorno a un inceneritore di rifiuti: Torino e Trento a confronto
     Proceeding
     

     Tipaldo, Giuseppe
     In: Atti del XX Congresso Nazionale della Società Italiana di Scienza Politica
     Università di Bologna
     XX Congresso Nazionale della Società Italiana di Scienza Politica (Bologna (ITA)) 12-14 settembre 2006
     pp.72

  2. Metodo ed apparato per rilevare flusso dativocale in un flusso dati a pacchetti
     Patent
     

     Perino, Massimo; Mellia, Marco; Rossi, Dario; Meo, Michela
     N.MI2006A002417

  3. Boosting the Performance of PC-based Software Routers with FPGA-enhanced Network Interface Cards
     Proceeding
     

     Bianco, Andrea; Birke, ROBERT RENE' MARIA; Botto, Gianluca; Chiaberge, Marcello; J. M., Finochietto; G., Galante; Mellia, Marco; Neri, Fabio; M., Petracca
     In: Titolo volume non avvalorato
     IEEE (STATI UNITI D'AMERICA)
     HPSR2006, 2006 Workshop on High Performance Switching and Routing (Poznan, Poland) 7-9 June 2006
     pp.6 ISBN:9780780395695 DOI:10.1109/HPSR.2006.1709693

  4. Multimedia and streaming traffic analysis
     Proceeding
     

     Simone, Arena; Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, M.; Christian, Racca; Dario, Rossi
     In: Titolo volume non avvalorato
     3rd EuroNGI Workshop on New Trends in Modelling, Quantitative Methods and Measurements (Torino, Italy) 22-23 June 2006
     

  5. Passive identification of TCP anomalies
     Book chapter
     

     Muscariello, L; Mellia, Marco; Meo, Michela
     Distributed Cooperative Laboratories: Networking, Instrumentation, and Measurements
     Springer (GERMANIA)
     (pp.113-126) ISBN:9780387298115

  6. Scalable Layer-2/Layer-3 Multistage Switching Architectures for Software Routers
     Proceeding
     

     Bianco, Andrea; Finochietto, J; Galante, G; Mazzucchi, D; Mellia, Marco; Neri, Fabio
     In: Global Telecommunications Conference, 2006. GLOBECOM '06. IEEE
     IEEE (STATI UNITI D'AMERICA)
     IEEE GLOBECOM 2006 (San Francisco, CA, USA) 27-30 November 2006
     pp.5 ISBN:9781424403561 DOI:10.1109/GLOCOM.2006.343

  7. Associative Text Categorization exploiting Negated Words
     Proceeding
     

     Baralis, ELENA MARIA; Garza, Paolo
     In: Titolo volume non avvalorato
     ACM Symposium on Applied Computing (Djion, Francia) April 23-27
     (pp.530-535) ISBN:9781595931085

  8. Selecting Representatives in a Sensor Network
     Proceeding
     

     Baralis, ELENA MARIA; Cerquitelli, Tania
     In: SEBD 2006
     SEBD 2006 (Portonovo Ancona Italy) June 18-21, 2006
     (pp.351-360) ISBN:9788860680181

  9. IGUANA: Individuation of Global Unsafe ANomalies and Alarm activation
     Proceeding
     

     Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
     In: IS 2006
     IEEE Computer Society
     IEEE Conference On Intelligent Systems Special Session on Intelligent System for Patient Management (London, United Kingdom) September 4-6, 2006
     (pp.267-272) ISBN:9781424401963

  10. Itemset Mining on Indexed Data Blocks
      Proceeding
      

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      In: The 3rd International IEEE Conference Intelligent Systems
      IEEE Computer Society
      (pp.820-825) ISBN:9781424401963

  11. Functional Protein Classification by means of Sequential Rules
      Proceeding
      

      Dutto, Riccardo; Baralis, ELENA MARIA; Chiusano, SILVIA ANNA
      In: I FIMA International Conference on "Models and Methods for Human Genomics"
      FIMA International Conference
      I FIMA International Conference on "Models and Methods for Human Genomics" (Champoluc) 23-27 January 2006
      pp.1

  12. Data Cleaning and Semantic Improvement in Biological Databases
      Article
      

      Apiletti, Daniele; Bruno, Giulia; Ficarra, Elisa; Baralis, ELENA MARIA
      JOURNAL OF INTEGRATIVE BIOINFORMATICS
      Vol.3(2):40 ISSN:1613-4516

  13. Routing with Deceptive Information
      Proceeding
      

      Casetti, CLAUDIO ETTORE; Mellia, Marco; Munafo', MAURIZIO MATTEO; Racca, C.
      In: High Performance Switching and Routing, 2006 Workshop on
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
      IEEE HPSR 2006 (Poznan, Poland) June 7-9, 2006
      pp.6 ISBN:9780780395695 DOI:10.1109/HPSR.2006.1709712

  14. Comparison of Protection Capacity Cost at IP or WDM Layer
      Proceeding
      

      Cuna, M.; Mellia, Marco
      In: High Performance Switching and Routing, 2006 Workshop on
      IEEE
      High Performance Switching and Routing, 2006 Workshop on (Poznan) 7-9 June 2006
      ISBN:9780780395695 DOI:10.1109/HPSR.2006.1709722

  15. Considering transmission impairments in configuring wavelength routed optical networks
      Proceeding
      

      Cardillo, R.; Curri, Vittorio; Mellia, Marco
      In: Optical Fiber Communication Conference, 2006 and the 2006 National Fiber Optic Engineers Conference. OFC 2006
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
      OFC 2006 (Anaheim, CA) 5-10 March 2006
      pp.3 ISBN:9781557528032 DOI:10.1109/OFC.2006.215976

  16. Passive Identification and Analysis of TCP Anomalies
      Proceeding
      

      Mellia, Marco; Meo, Michela; Muscariello, L.; Rossi, D.
      In: Communications, 2006. ICC '06. IEEE International Conference on
      IEEE
      Communications, 2006. ICC '06. IEEE International Conference on Giugno 2006
      Vol.2 pp.6 (pp.723-728) ISBN:9781424403554 DOI:10.1109/ICC.2006.254793

  17. Real-Time TCP/IP Analysis with Common Hardware
      Proceeding
      

      Rossi, D.; Mellia, Marco
      In: Communications, 2006. ICC '06. IEEE International Conference on
      IEEE
      Communications, 2006. ICC '06. IEEE International Conference on Giugno 2006
      Vol.2 pp.7 (pp.729-735) ISBN:9781424403554 DOI:10.1109/ICC.2006.254794

  18. Algorithms for IP network design with end-to-end QoS constraints
      Article
      

      Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
      COMPUTER NETWORKS
      Elsevier
      Vol.50 pp.18 (pp.1086-1103) ISSN:1389-1286 DOI:10.1016/j.comnet.2005.09.005

  2005

  1. A Lagrangean Relaxation Approach for IP Network CFA Problems with End-to-End QoS Performance Constraints
     Article
     

     E., Wille; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
     REVISTA BRASILEIRA DE TELEDUCACAO
     Vol.20 (pp.50-65)

  2. Exploiting Clustering Techniques for Web User-session Inference
     Proceeding
     

     Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L.
     In: Titolo volume non avvalorato
     International Workshop on Internet Performance, Simulation, Monitoring and Measurement IPS (MoMe) (Warsaw, Poland) 14-15 March 2005
     

  3. Web User Session Characterization via Clustering Techniques
     Proceeding
     

     Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L.
     In: Global Telecommunications Conference, 2005. GLOBECOM '05. IEEE (Volume:2 )
     IEEE (STATI UNITI D'AMERICA)
     IEEE GLOBECOM 2005 (St. Louis, MO, USA) 28 November - 2 December 2005
     pp.6 ISBN:9780780394148 DOI:10.1109/GLOCOM.2005.1577807

  4. Topological Design of Survivable IP Networks using Metaheuristic approaches
     Proceeding
     

     E., Wille; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
     In: QoS-IP'05 Proceedings of the Third international conference on Quality of Service in Multiservice IP Networks
     Springer-VerlagB (GERMANIA)
     QoS-IP'05 Proceedings of the Third international conference on Quality of Service in Multiservice IP Networks (Catania) Febbraio 2005
     pp.16 (pp.191-206) ISBN:9783540245575 DOI:10.1007/978-3-540-30573-6_15

  5. Index Support for Mining Data Streams in a Relational DBMS
     Proceeding
     

     Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Mostile, D.
     In: SEBD 2005: The Thirteenth Italian Symposium on Advanced Database Systems
     SEBD 2005 19-22 June 2005
     (pp.240-247) ISBN:9788854801226

  6. Index Support for Frequent Itemset Mining in a Relational DBMS.
     Proceeding
     

     Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
     In: ICDE 2005: The 21th IEEE International Conference on Data Engineering
     IEEE Computer Society
     ICDE 2005 (Tokyo) 05-08 April 2005
     (pp.754-765) ISBN:9780769522852

  7. Click vs. Linux: Two Efficient Open-Source IP Network Stacks for Software Routers
     Proceeding
     

     Bianco, Andrea; Birke, ROBERT RENE' MARIA; D., Bolognesi; J. M., Finochietto; G., Galante; Mellia, Marco; M. L. N. P. P., Prashant; Neri, Fabio
     In: Titolo volume non avvalorato
     IEEE (STATI UNITI D'AMERICA)
     IEEE Workshop on High Performance Switching and Routing (HPSR) (Hong Kong (China)) 12-14 May 2005
     pp.6 (pp.18-23) ISBN:9780780389243 DOI:10.1109/HPSR.2005.1503186

  8. Joint Optimal Scheduling and Routing for Maximum Network Throughput
     Proceeding
     

     Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Neri, Fabio
     In: Titolo volume non avvalorato
     IEEE Conference on Computer Communications (INFOCOM) (Miami, FL, USA) 13-17 March 2005
     Vol.2 (pp.819-830) DOI:10.1109/INFCOM.2005.1498313

  9. Measuring TCP over WiFi: A Real Case
     Proceeding
     

     Franceschinis, M.; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO
     In: Titolo volume non avvalorato
     WinMee: 1st Workshop on Wireless Network Measurements April 3, 2005
     

  10. TCP anomalies: identification and analysis
      Proceeding
      

      Mellia, Marco; Meo, Michela; Muscariello, L.
      In: Titolo volume non avvalorato
      Springer
      Tyrrenian International Workshop on Digital Communication - TIWDC July, 4-6 2005
      Vol.1 pp.14 (pp.113-126) ISBN:9780387298115 DOI:10.1007/0-387-30394-4_9

  11. Considering transmission impairments in RWA algorithms
      Proceeding
      

      Cardillo, R.; Curri, Vittorio; Mellia, Marco
      In: Titolo volume non avvalorato
      Simulation Tools for Research and Education in Optical Networks - Streon05 26-27th October, 2005
      pp.1

  12. QoS Routing with Deceptive Information
      Proceeding
      

      Casetti, CLAUDIO ETTORE; Mellia, Marco; Munafo', MAURIZIO MATTEO; Racca, C.
      In: Titolo volume non avvalorato
      Euro-NGI Workshop on QoS and Traffic Control 7-9 December 2005
      

  13. Open-Source PC-Based Software Routers: a Viable Approach to High-Performance Packet Switching
      Proceeding
      

      Bianco, Andrea; Finochietto, J. M.; Galante, G.; Mellia, Marco; Neri, Fabio
      In: Lecture Notes in Computer Science, 2005, Volume 3375/2005
      Springer-Verlag (GERMANIA)
      Third Internation Workshop on QoS in Multiservice IP Networks (Catania, Italy) Feb 2005
      Vol.1 pp.14 (pp.353-366) ISBN:9783540245575 DOI:10.1007/978-3-540-30573-6_27

  14. Considering Transmission Impairments in Wavelength Routed Networks
      Proceeding
      

      Cardillo, R.; Curri, Vittorio; Mellia, Marco
      In: Optical Network Design and Modeling, 2005. Conference on
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
      IEEE ONDM 2005 (Milan, Italy) February 7-9, 2005
      Vol.1 pp.9 (pp.421-429) ISBN:9780780389571 DOI:10.1109/ONDM.2005.1427024

  15. IP Network Design with End-to-End QoS Constraints: The VPN Case
      Proceeding
      

      Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
      In: Titolo volume non avvalorato
      ITC-19 August 2005
      

  16. Summarizing XML Data by Means of Association Rules
      Proceeding
      

      Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E.; Tanca, L.
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Proceedings of EDBT Workshops 2004
      Springer Berlin Heidelberg
      EDBT Workshops 2004 (Heraklion, Crete, Greece)
      Vol.3268 pp.10 (pp.260-269) ISSN:0302-9743 DOI:10.1007/978-3-540-30192-9_25

  17. Measuring Conditional WEB Throughput
      Proceeding
      

      Mardente, G; Mellia, Marco; Bianco, Andrea
      In: Titolo volume non avvalorato
      IEEE (STATI UNITI D'AMERICA)
      HPSR 2005 (IEEE Workshop on High Performance Switching and Routing) (Hong Kong) Maggio 2005
      pp.6 (pp.442-447) ISBN:9780780389243 DOI:10.1109/HPSR.2005.1503271

  18. On the Stability of Isolated and Interconnected Input-Queued Switches under Multiclass Traffic
      Article
      

      AJMONE MARSAN, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
      IEEE TRANSACTIONS ON INFORMATION THEORY
      IEEE
      Vol.51 pp.8 (pp.1167-1174) ISSN:0018-9448 DOI:10.1109/TIT.2004.842562

  19. Measuring IP and TCP Behavior on Edge Nodes with Tstat
      Article
      

      Mellia, Marco; R., LO CIGNO; Neri, Fabio
      COMPUTER NETWORKS
      Elsevier
      Vol.47 pp.21 (pp.1-21) ISSN:1389-1286 DOI:10.1016/j.comnet.2004.06.026

  20. A Lightweight Marker with Partial State Information for DiffServ Networks
      Article
      

      Casetti, CLAUDIO ETTORE; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.49 pp.12 (pp.541-560) ISSN:1389-1286

  21. Markov Models of Internet Traffic and a New Hierarchical MMPP Model
      Article
      

      Muscariello, L.; Mellia, Marco; Meo, Michela; AJMONE MARSAN, Marco Giuseppe; LO CIGNO, R.
      COMPUTER COMMUNICATIONS
      Vol.28 (pp.1835-1851) ISSN:0140-3664