DBDM - Database and Data Mining Group

Il DBDM (Database and Data Mining) Group svolge la propria attività di ricerca in diverse aree nel settore del data mining e delle basi di dati. Il data mining si propone lo studio di algoritmi per la ricerca di informazione “nascosta” memorizzata in grandi collezioni di dati. Tale processo di estrazione è un problema molto complesso a causa dell’elevato numero di variabili che devono essere considerate. Inoltre la complessità aumenta notevolmente all’aumentare dei volumi di dati da trattare (Big Data). I Big Data sottolineano i limiti delle tecniche di data mining esistenti e pongono nuove sfide per la progettazione di algoritmi innovativi per affrontare l'analisi dei dati. L’attività di ricerca del DBDM ha come obiettivo lo studio di algoritmi per varie attività di data mining sui Big Data, tra cui l’estrazione di regole di associazione per analizzare le correlazioni tra i dati a diversi livelli di dettaglio, l’estrazione di informazione per poter eseguire previsioni (attività di classificazione), il raggruppamento di dati simili (attività di clustering). Gli algoritmi di analisi per i Big Data devono fornire la necessaria scalabilità, accessibilità, estensibilità e flessibilità. Gli algoritmi proposti sono validati in diversi contesti applicativi (ad esempio, traffico di rete, text mining e social network, applicazioni sanitarie e mediche, applicazioni finanziarie).

Progetti e pubblicazioni

Selezione di pubblicazioni recenti
In stampa
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. 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: Titolo volume non avvalorato
  Springer
  CV2: Computer Vision for Videogames Workshop at ECCV2024 (Milano (Italy)) 29/09/2024
  pp.17
3. Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation
  proceeding
  
  REGE CAMBRIN, Daniele; Corley, Isaac; Garza, Paolo
  In: Titolo volume non avvalorato
  Springer
  European Conference on Computer Vision
4. 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: Titolo volume non avvalorato
  Springer
  European Conference on Computer Vision
5. 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
6. 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
7. 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
8. ‘DNA microarray classification: evolutionary optimization of neural network hyperparameters"
  proceeding
  
  Barbiero, P.; Bertotti, A.; Ciravegna, G.; Cirrincione, G.; Piccolo, E.
  In: Quantifying and Processing Biomedical and Behavioral Signals
  Springer International Publishing
  WIRN 2018 - Italian Workshop on Neural Networks (Vietri sul Mare) 13-15 giugno 2018
9. "DNA microarray classification: a shallow neural network model"
  proceeding
  
  Barbiero, P.; Bertotti, A.; Ciravegna, G.; Cirrincione, G.; Piccolo, E.
  In: Quantifying and Processing Biomedical and Behavioral Signals
  Springer International Publishing (ITALIA)
  WIRN - Italian Workshop on Neural Networks (Vietri sul Mare) 13-15 giugno 2018
  Vol.Quantifying and Processing Biomedical and Behavioral Signals
10. LAS: a bio-clinical integrated laboratory information system for translational data management
  capitolo
  
  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. Advances on data management systems
  editoriale
  
  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
2. 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
3. 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
4. Evaluating unsignalized crosswalk safety in the age of autonomous vehicles
  articolo
  
  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
5. Theory-guided Data Science models
  tesi dottorato
  
  Monaco, Simone
  Politecnico di Torino
  pp.125 (pp.1-125)
6. Italian Farmers Voices. A Comparative Study of Euroscepticism in the Tractors and Pitchforks Movements
  articolo
  
  Monaci, Sara; Tipaldo, Giuseppe; Persico, Simone; Bruno, Fabio
  COMUNICAZIONE POLITICA
  Il Mulino
  Vol.1 pp.28 ISSN:1594-6061
7. Packet Loss in Real-Time Communications: Can ML Tame its Unpredictable Nature?
  articolo
  
  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
8. 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
9. LegItBART: a summarization model for Italian legal documents
  articolo
  
  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
10. Leveraging large language models for abstractive summarization of Italian legal news
  articolo
  
  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
11. CoDÆN: Benchmarks and Comparison of Evolutionary Community Detection Algorithms for Dynamic Networks
  articolo
  
  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
12. Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy
  articolo
  
  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
13. Quantify production planning efficiency through predictive modeling in manufacturing systems
  articolo
  
  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
14. Investigating the Potential of Latent Space for the Classification of Paint Defects
  articolo
  
  Almhaithawi, Doaa; Bellini, Alessandro; Chasparis, Georgios C.; Cerquitelli, Tania
  JOURNAL OF IMAGING
  MDPI
  Vol.11 pp.18 ISSN:2313-433X DOI:10.3390/jimaging11020033
15. 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)
16. 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
  pp.8 (pp.1-8)
2024
1. 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
2. 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
3. The Rapidly Evolving Scenario of Acoustic Voice Analysis in Otolaryngology
  articolo
  
  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
4. A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning
  articolo
  
  Betti, Alessandro; Ciravegna, Gabriele; Gori, Marco; Melacci, Stefano; Mottin, Kevin; Precioso, Frédéric
  INTELLIGENZA ARTIFICIALE
  Sage
  Vol.18 pp.11 (pp.301-311) ISSN:1724-8035 DOI:10.3233/ia-240047
5. 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
6. 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
7. 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
8. 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
9. 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
10. Good Intentions, Risky Inventions: A Method for Assessing the Risks and Benefits of AI in Mobile and Wearable Uses
  articolo
  
  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
11. Decoding Real-World Artificial Intelligence Incidents
  articolo
  
  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
12. 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
13. 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
14. 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
15. 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
16. AI Design: A Responsible Artificial Intelligence Framework for Prefilling Impact Assessment Reports
  articolo
  
  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
17. 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
18. 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
19. 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
20. 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
21. The potential impact of AI innovations on US occupations
  articolo
  
  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
22. 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
23. RAI Guidelines: Method for Generating Responsible AI Guidelines Grounded in Regulations and Usable by (Non-)Technical Roles
  articolo
  
  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
24. 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
25. 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
26. 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
27. 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
28. 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
29. 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
30. Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks
  articolo
  
  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
31. Re-Identification Attacks against the Topics API
  articolo
  
  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
32. 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
33. 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
34. AutoPenBench: Benchmarking Generative Agents for Penetration Testing
  altro
  
  Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto
  pp.23 DOI:10.48550/arXiv.2410.03225
35. Spatial data science: from aerial data to discrete spatio-temporal event analysis
  tesi dottorato
  
  Colomba, Luca
  Politecnico di Torino
  pp.132 (pp.1-132)
36. Designing the Operator of the Future: The Architecture of Human Digital Twin Systems
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  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
  Elsevier
  Vol.58 pp.6 (pp.355-360) ISSN:2405-8971 DOI:10.1016/j.ifacol.2024.09.237
37. 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
38. Intersectional fair ranking via subgroup divergence
  articolo
  
  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
39. Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches
  articolo
  
  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
40. 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
41. 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)
42. 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
43. 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
44. 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
45. 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)
46. 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
47. 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
48. 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)
49. 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
50. 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
51. 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)
52. Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters
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  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
53. 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
54. 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
55. Operationalizing AI/ML in Future Networks: A Bird's Eye View from the System Perspective
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  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
56. 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
57. Edge-device Collaborative Computing for Multi-view Classification  
  articolo
  
  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
58. Hermes, a low-latency transactional storage for binary data streams from remote devices
  articolo
  
  Scaffidi Militone, Gabriele; Apiletti, Daniele; Malnati, Giovanni
  DATA & KNOWLEDGE ENGINEERING
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59. 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
60. Efficient Neural Network-based Estimation of Interval Shapley Values
  articolo
  
  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
61. Evaluating Ambiguous Questions in Semantic Parsing
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  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
62. 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
63. 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
64. 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
65. 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
66. 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
67. 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
68. 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
69. 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
70. Untangling IoT Global Connectivity: The Importance of Mobile Signaling Traffic
  articolo
  
  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
71. Emotion Recognition from Videos Using Multimodal Large Language Models
  articolo
  
  Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
  FUTURE INTERNET
  MDPI
  Vol.16 pp.17 ISSN:1999-5903 DOI:10.3390/fi16070247
72. 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
73. Toward Unbiased High-Quality Portraits through Latent-Space Evaluation
  articolo
  
  Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania
  JOURNAL OF IMAGING
  MDPI
  Vol.10 pp.21 ISSN:2313-433X DOI:10.3390/jimaging10070157
74. 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)
75. 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)
76. 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
77. 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
78. Modeling Social Interactions in Complex Systems
  tesi dottorato
  
  Galante, Franco
  Politecnico di Torino
  pp.203 (pp.1-203)
79. 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
80. TASP: Topic-based abstractive summarization of Facebook text posts
  articolo
  
  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
81. 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
82. Trust matters: The Addressing Vaccine Hesitancy in Europe Study
  articolo
  
  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
83. 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
84. DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes
  articolo
  
  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
85. 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
86. 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
87. 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
88. PACMNET, V2, CoNEXT1, March 2024 Editorial
  editoriale
  
  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
89. X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting
  articolo
  
  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
90. Social and economic variables explain COVID-19 diffusion in European regions
  articolo
  
  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
91. 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
92. LogPrécis: Unleashing language models for automated malicious log analysis
  articolo
  
  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
93. Boosting court judgment prediction and explanation using legal entities
  articolo
  
  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
94. 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
95. 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
96. 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
97. Privacy on the Web: Algorithms, Tools and Measurements
  tesi dottorato
  
  Jha, Nikhil
  Politecnico di Torino
  pp.129 (pp.1-129)
98. Political context of the European vaccine debate on Twitter
  articolo
  
  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
99. Towards Comprehensive Subgroup Performance Analysis in Speech Models
  articolo
  
  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
100. 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
101. 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
102. AI models for automated segmentation of engineered polycystic kidney tubules
  articolo
  
  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
103. 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
104. 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
105. 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
106. Planning interventions in a controlled pandemic: the COVID-19 case
  articolo
  
  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
107. Gradient-Based Competitive Learning: Theory
  articolo
  
  Cirrincione, Giansalvo; Randazzo, Vincenzo; Barbiero, Pietro; Ciravegna, Gabriele; Pasero, Eros
  COGNITIVE COMPUTATION
  Springer
  Vol.16 pp.16 (pp.608-623) ISSN:1866-9956 DOI:10.1007/s12559-023-10225-5
108. Cross-network Embeddings Transfer for Traffic Analysis
  articolo
  
  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. Abstractive video lecture summarization: applications and future prospects
  articolo
  
  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
110. Graph Neural Networks for Graph Drawing
  articolo
  
  Tiezzi, M.; Ciravegna, G.; Gori, M.
  IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
  Institute of Electrical and Electronics Engineers
  Vol.35 pp.14 (pp.4668-4681) ISSN:2162-237X DOI:10.1109/TNNLS.2022.3184967
111. Explaining deep convolutional models by measuring the influence of interpretable features in image classification
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  monografia
  
  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
  capitolo
  
  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
  capitolo
  
  Tipaldo, Giuseppe
  Guerre di confine. Autorità epistemiche e società in transizione
  Meltemi
  Vol.1 pp.24 (pp.29-52) ISBN:9788855198271
16. Concept Distillation in Graph Neural Networks
  proceeding
  
  Magister, L. C.; Barbiero, P.; Kazhdan, D.; Siciliano, F.; Ciravegna, G.; Silvestri, F.; Jamnik, M.; Lio, P.
  COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
  In: Communications in Computer and Information Science
  Springer Science and Business Media Deutschland
  1st World Conference on eXplainable Artificial Intelligence, xAI 2023 (Lisbon (PRT)) July 26–28, 2023
  Vol.1903 pp.23 (pp.233-255) ISSN:1865-0929 ISBN:9783031440694 DOI:10.1007/978-3-031-44070-0_12
17. Knowledge-Driven Active Learning
  proceeding
  
  Ciravegna, Gabriele; Precioso, Frédéric; Betti, Alessandro; Mottin, Kevin; Gori, Marco
  In: Machine Learning and Knowledge Discovery in Databases: Research Track
  Springer
  European Conference, ECML PKDD 2023 (Turin (ITA)) September 18–22, 2023
  Vol.14169 pp.17 (pp.38-54) ISBN:9783031434112 DOI:10.1007/978-3-031-43412-9_3
18. PACMNET, V1, CoNEXT3, December 2023 Editorial
  editoriale
  
  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
19. 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
20. 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
21. 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
22. 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
23. 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
24. Interpretable Neural-Symbolic Concept Reasoning
  proceeding
  
  Barbiero, Pietro; Ciravegna, Gabriele; Giannini, Francesco; Espinosa Zarlenga, Mateo; Charlotte Magister, Lucie; Tonda, Alberto; Lio, Pietro; Precioso, Frederic; Jamnik, Mateja; Marra, Giuseppe
  PROCEEDINGS OF MACHINE LEARNING RESEARCH
  In: Proceedings of ICML 2023
  Machine Learning Research Press
  ICML International Conference on Machine Learning 2023 (Honolulu, Hawaii (USA)) 23-29 July 2023
  Vol.202 pp.25 (pp.1801-1825) ISSN:2640-3498
25. 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
26. Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories
  articolo
  
  Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
  ALGORITHMS
  MDPI
  Vol.16 pp.26 ISSN:1999-4893 DOI:10.3390/a16100464
27. 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
28. Diversità è cambiamento. Bilancio di genere 2023 - Politecnico di Torino
  monografia
  
  Cerquitelli, Tania; Colombelli, Alessandra; De Giorgi, Claudia; Falzea, Luca; Montorsi, Arianna; Temporin, Greta
  Politecnico di Torino
  pp.170 ISBN:9791281583009
29. 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
30. 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
31. 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
32. 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
33. Reading(&)Machine. Un modello prototipale per la promozione della lettura in biblioteca
  articolo
  
  Cognigni, Cecilia; De Lorenzis, Federico; Lamberti, Fabrizio; Mellia, Marco; Vallero, Greta; Vassio, Luca; Visconti, Alessandro; Vivarelli, Maurizio
  BIBLIOTECHE OGGI TRENDS
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  Vol.9 pp.11 (pp.46-56) ISSN:2421-3810 DOI:10.3302/2421-3810-202301-046-1
34. 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
35. 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
36. 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
37. 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
38. 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
39. 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
40. 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
41. 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
42. PACMNET V1, CoNEXT2, September 2023 Editorial
  editoriale
  
  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
43. 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
44. 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
45. 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
46. 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
47. PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
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  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
48. 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
49. 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
50. 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
51. On the Robustness of Topics API to a Re-Identification Attack
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  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
52. Modeling communication asymmetry and content personalization in online social networks
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  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
53. 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
54. 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
55. Machine learning empowered computer networks
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  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
56. 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
57. I Refuse if You Let Me: Studying User Behavior with Privacy Banners at Scale
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  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
58. 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
59. Dual Deep Clustering
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  Cirrincione, G.; Randazzo, V.; Barbiero, P.; Ciravegna, G.; Pasero, E.
  SMART INNOVATION, SYSTEMS AND TECHNOLOGIES
  Applications of Artificial Intelligence and Neural Systems to Data Science
  Springer
  Vol.360 pp.12 (pp.51-62) ISSN:2190-3018 ISBN:9789819935918 DOI:10.1007/978-981-99-3592-5_5
60. Learning Logic Explanations by Neural Networks
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  Ciravegna, Gabriele; Giannini, Francesco; Barbiero, Pietro; Gori, Marco; Lio, Pietro; Maggini, Marco; Melacci, Stefano
  FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS
  Compendium of Neurosymbolic Artificial Intelligence
  IOS Press Ebooks
  Vol.369 pp.12 (pp.547-558) ISSN:0922-6389 ISBN:9781643684062 DOI:10.3233/FAIA230157
61. A Multimodal Supervised Machine Learning Approach for Satellite-based Wildfire Identification in Europe
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  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
62. Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery
  proceeding
  
  Galatola, Marco; Arnaudo, Edoardo; Barco, Luca; Rossi, Claudio; Dominici, Fabrizio
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  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
63. i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis
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  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
64. Logic explained networks
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  Ciravegna, G.; Barbiero, P.; Giannini, F.; Gori, M.; Li('o), P.; Maggini, M.; Melacci, S.
  ARTIFICIAL INTELLIGENCE
  Elsevier
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65. CaBuAr: California burned areas dataset for delineation [Software and Data Sets]
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  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
66. ITALIC: An Italian Intent Classification Dataset
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  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
67. 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
68. PACMNET V1, N1, June 2023 Editorial
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  Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
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  Association for Computing Machinery
  Vol.1 pp.1 ISSN:2834-5509 DOI:10.1145/3595287
69. Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?
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  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
70. Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition
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  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
71. Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources
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  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
72. Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes
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  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
73. 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
74. Designing Logic Tensor Networks for Visual Sudoku puzzle classification
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  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
75. Training physics-informed neural networks: One learning to rule them all?
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  Monaco, Simone; Apiletti, Daniele
  RESULTS IN ENGINEERING
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  Vol.18 pp.9 ISSN:2590-1230 DOI:10.1016/j.rineng.2023.101023
76. 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
77. 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
78. ferret: a Framework for Benchmarking Explainers on Transformers
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  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)
79. 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance
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  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
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  3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023 (Washington DC, USa)
  pp.6
80. Early portfolio pruning: a scalable approach to hybrid portfolio selection
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  Gioia, Daniele G.; Fior, Jacopo; Cagliero, Luca
  KNOWLEDGE AND INFORMATION SYSTEMS
  Springer
  pp.24 ISSN:0219-1377 DOI:10.1007/s10115-023-01832-7
81. BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization
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  LA QUATRA, Moreno; Cagliero, Luca
  FUTURE INTERNET
  MDPI
  Vol.15 pp.13 (pp.1-13) ISSN:1999-5903 DOI:10.3390/fi15010015
82. Density-based Clustering by Means of Bridge Point Identification
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  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
83. Practical anonymization for data streams: z-anonymity and relation with k-anonymity
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  Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco
  PERFORMANCE EVALUATION
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  Vol.159 pp.17 ISSN:0166-5316 DOI:10.1016/j.peva.2022.102329
84. Learning industrial vehicles’ duty patterns: A real case
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  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
85. Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems
  articolo
  
  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
86. URLGEN – Towards Automatic URL Generation Using GANs
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  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
87. 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
88. 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
  articolo
  
  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
  articolo
  
  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
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  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
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  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
  articolo
  
  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
  articolo
  
  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. Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
  proceeding
  
  Zarlenga, M. E.; Barbiero, P.; Ciravegna, G.; Marra, G.; Giannini, F.; Diligenti, M.; Shams, Z.; Precioso, F.; Melacci, S.; Weller, A.; Lio, P.; Jamnik, M.
  ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS
  In: Advances in Neural Information Processing Systems 35
  Neural information processing systems foundation
  36th Conference on Neural Information Processing Systems, NeurIPS 2022 (New Orleans (USA)) November 28th- December 9th, 2022
  Vol.35 ISSN:1049-5258 ISBN:9781713871088
8. Il dibattito degli esperti sul Covid-19: sintomi di decivilizzazione
  articolo
  
  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
9. Designing a socioeconomic impact framework for megaprojects
  capitolo
  
  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
10. Considering the social and economic implications of infrastructure megaprojects: theoretical contributions, practical challenges and managerial implications
  capitolo
  
  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
11. «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
  articolo
  
  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
12. 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
13. Extending Logic Explained Networks to Text Classification
  proceeding
  
  Jain, Rishabh; Ciravegna, Gabriele; Barbiero, Pietro; Giannini, Francesco; Buffelli, Davide; Lio, Pietro
  In: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing
  Association for Computational Linguistics
  2022 Conference on Empirical Methods in Natural Language Processing (Abu Dhabi (United Arab Emirates)) 7 December 2022 -11 December 2022
  pp.20 (pp.8838-8857)
14. On the Two-fold Role of Logic Constraints in Deep Learning
  tesi dottorato
  
  Ciravegna, Gabriele
15. Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers
  articolo
  
  Melacci, S.; Ciravegna, G.; Sotgiu, A.; Demontis, A.; Biggio, B.; Gori, M.; Roli, F.
  IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
  IEEE
  Vol.44 pp.16 (pp.9944-9959) ISSN:0162-8828 DOI:10.1109/TPAMI.2021.3137564
16. Entropy-Based Logic Explanations of Neural Networks
  proceeding
  
  Barbiero, Pietro; Ciravegna, Gabriele; Giannini, Francesco; Li('(o)), Pietro; Gori, Marco; Melacci, Stefano
  In: AAAI-22 Technical Tracks 6
  Association for the Advancement of Artificial Intelligence
  36th AAAI Conference on Artificial Intelligence (Held virtually) February 22–March 1, 2022
  Vol.36 pp.9 (pp.6046-6054) ISBN:9781577358763 DOI:10.1609/aaai.v36i6.20551
17. 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
18. 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
19. 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
20. 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
21. 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
22. La costruzione di un progetto di conoscenza storica in ambiente digitale. L’Atlante dei palazzi comunali e dei luoghi del potere collettivo nel Medioevo
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  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
23. MNEMONIC: atlante digitale della memoria del presente. Il patrimonio culturale e naturale nell’Italia in lockdown
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  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
24. Semantic Image Collection Summarization with Frequent Subgraph Mining
  articolo
  
  Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA
  IEEE ACCESS
  IEEE
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25. 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
26. Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings
  curatela
  
  Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert
  LECTURE NOTES IN COMPUTER SCIENCE
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  Vol.13389 pp.408 ISSN:0302-9743 ISBN:9783031157394 DOI:10.1007/978-3-031-15740-0
27. 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
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  Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert; Norvaag, Kjetil; Catania, Barbara; Vargas-Solar, Genoveva; Zumpano, Ester
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  Vol.1652 pp.668 ISSN:1865-0937 ISBN:9783031157424 DOI:10.1007/978-3-031-15743-1
28. Diversity and Inclusion Activities in Database Conferences: A 2021 Report
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  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
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  ACM
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29. A first look at starlink performance
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  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
30. When satellite is all you have: watching the internet from 550 ms
  proceeding
  
  Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco
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  ACM
  Internet Measurement Conference (IMC) (Nice (FRA)) OCT 25-27, 2022
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31. 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
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32. Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies
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  Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
  In: IEEE International Conference Application of Information and Communication Technologies
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  IEEE International Conference Application of Information and Communication Technologies (Washington DC (USA)) 12-14 October 2022
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33. RECLAIM: Reverse Engineering Classification Metrics
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  Giobergia, Flavio; Baralis, Elena
  In: 2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
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  IEEE International Conference on AI and Knowledge Engineering (19-21 September 2022) Laguna Hills, CA (USA)
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34. On network backbone extraction for modeling online collective behavior
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  Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; Almeida, Jussara M.
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35. A risk-aware approach to stock portfolio allocation based on Deep Q-Networks
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  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
36. Generating Comparative Explanations of Financial Time Series
  proceeding
  
  Fior, Jacopo; Cagliero, Luca; Calo', Tommaso
  LECTURE NOTES IN ARTIFICIAL INTELLIGENCE
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  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
37. Leveraging Explainable AI to Support Cryptocurrency Investors
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  Fior, Jacopo; Cagliero, Luca; Garza, Paolo
  FUTURE INTERNET
  MDPI
  Vol.14 pp.19 ISSN:1999-5903 DOI:10.3390/fi14090251
38. Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model
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  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
39. Automatic Inference of Taxonomy Relationships Among Legal Documents
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  Benedetto, Irene; Cagliero, Luca; Tarasconi, Francesco
  COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
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  Springer (SVIZZERA)
  ADBIS 2022 26th European Conference on Advances in Databases and Information Systems (Torino (IT)) SEPTEMBER 5-8 2022
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40. Theory-Guided Deep Learning Algorithms: An Experimental Evaluation
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  Monaco, Simone; Apiletti, Daniele; Malnati, Giovanni
  ELECTRONICS
  MDPI
  Vol.11 pp.11 ISSN:2079-9292 DOI:10.3390/electronics11182850
41. How Much Attention Should we Pay to Mosquitoes?
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  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
42. Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers’ Genders
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  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
43. ViPER: Video-based Perceiver for Emotion Recognition
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  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
44. JRLV at SemEval-2022 Task 5: The Importance of Visual Elements for Misogyny Identification in Memes
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  Ravagli, Jason; Vaiani, Lorenzo
  In: Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)
  Association for Computational Linguistics (STATI UNITI D'AMERICA)
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  pp.8 (pp.610-617) DOI:10.18653/v1/2022.semeval-1.84
45. Mining SpatioTemporally Invariant Patterns
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  Colomba, Luca; Cagliero, Luca; Garza, Paolo
  In: SIGSPATIAL '22: Proceedings of the 30th International Conference on Advances in Geographic Information Systems
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46. A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery
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  Colomba, Luca; Farasin, Alessandro; Monaco, Simone; Greco, Salvatore; Garza, Paolo; Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania
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  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
47. 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
48. Experimental Comparison of Theory-Guided Deep Learning Algorithms
  proceeding
  
  Monaco, Simone; Apiletti, Daniele
  COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
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  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
49. Microlauncher design, cost estimation and technology roadmaps
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  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
50. Human lunar lander system design, cost estimation and technology roadmaps
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  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)
51. The Internet with Privacy Policies: Measuring The Web Upon Consent
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  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
52. Mining and modelling temporal dynamics of followers' engagement on online social networks
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  Vassio, Luca; Garetto, Michele; Leonardi, Emilio; Chiasserini, Carla Fabiana
  SOCIAL NETWORK ANALYSIS AND MINING
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  Vol.12 pp.17 ISSN:1869-5450 DOI:10.1007/s13278-022-00928-2
53. Summarising Multilingual Documents: The Unexpressed Potential of Deep Natural Language Processing
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  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
54. AI-based Sound-Squatting Attack Made Possible
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  Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco
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  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
55. Real-Time Classification of Real-Time Communications
  articolo
  
  Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
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  Vol.19 pp.15 (pp.4676-4690) ISSN:1932-4537 DOI:10.1109/TNSM.2022.3189628
56. Transformer-based highlights extraction from scientific papers
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  LA QUATRA, Moreno; Cagliero, Luca
  KNOWLEDGE-BASED SYSTEMS
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  Vol.252 pp.9 ISSN:1872-7409 DOI:10.1016/j.knosys.2022.109382
57. What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring
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  Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco
  In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
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  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
58. Message from the organizers of WAIN
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  Vassio, L.; Giordano, D.; Kim, J.; Crowcroft, J.
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  Vol.49 pp.1 ISSN:0163-5999 DOI:10.1145/3543146.3543167
59. 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)
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  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
60. A PIMS Development Kit for New Personal Data Platforms
  articolo
  
  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
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  Vol.26 pp.6 (pp.79-84) ISSN:1089-7801 DOI:10.1109/MIC.2022.3157356
61. Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach
  articolo
  
  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
62. Leveraging the momentum effect in machine learning-based cryptocurrency trading
  articolo
  
  Bellocca, Gian Pietro; Attanasio, Giuseppe; Cagliero, Luca; Fior, Jacopo
  MACHINE LEARNING WITH APPLICATIONS
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63. L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive : le projet EMIMIC
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  Raus, Rachele; Tonti, Michela; Cerquitelli, Tania; Cagliero, Luca; Attanasio, Giuseppe; La Quatra, Moreno; Greco, Salvatore
  SHS WEB OF CONFERENCES
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  Vol.138 ISSN:2261-2424 DOI:10.1051/shsconf/202213801007
64. Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection
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  Attanasio, Giuseppe; Nozza, Debora; Pastor, Eliana; Hovy, Dirk
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  Association for Computational Linguistics
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65. Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
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  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
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66. Cinematographic Shot Classification with Deep Ensemble Learning
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  Vacchetti, B.; Cerquitelli, T.
  ELECTRONICS
  MDPI
  Vol.11 pp.18 ISSN:2079-9292 DOI:10.3390/electronics11101570
67. Understanding mobility in networks
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  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
68. Simplifying Text Mining Activities: Scalable and Self-Tuning Methodology for Topic Detection and Characterization
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  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
69. Leveraging multimodal content for podcast summarization
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  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
70. Trusting deep learning natural-language models via local and global explanations
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  Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
  KNOWLEDGE AND INFORMATION SYSTEMS
  Springer
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71. Data set and machine learning models for the classification of network traffic originators
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  Canavese, D.; Regano, L.; Basile, C.; Ciravegna, G.; Lioy, A.
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72. Exploring waste-collection fleet data: challenges in a real-world use case from multiple data providers
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  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
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  EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications (Edinburgh) March 29 - April 1, 2022
  pp.7
73. Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology
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  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
74. Interpreting AI for Networking: Where We Are and Where We Are Going
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  Zhang, Tianzhu; Qiu, Han; Mellia, Marco; Li, Yuanjie; Li, Hewu; Xu, Ke
  IEEE COMMUNICATIONS MAGAZINE
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  Vol.60 pp.7 (pp.25-31) ISSN:0163-6804 DOI:10.1109/MCOM.001.2100736
75. A first look at HTTP/3 adoption and performance
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  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
76. A Low-Cost Monitoring Platform and Visual Interface to Analyse Thermal Comfort in Smart Building Applications Using a Citizen–Scientist Strategy
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  Chiesa, G.; Avignone, A.; Carluccio, T.
  ENERGIES
  MDPI
  Vol.15 pp.30 ISSN:1996-1073 DOI:10.3390/en15020564
77. Encryption-agnostic classifiers of traffic originators and their application to anomaly detection
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  Canavese, Daniele; Regano, Leonardo; Basile, Cataldo; Ciravegna, Gabriele; Lioy, Antonio
  COMPUTERS & ELECTRICAL ENGINEERING
  Elsevier Ltd
  Vol.97 pp.11 ISSN:0045-7906 DOI:10.1016/j.compeleceng.2021.107621
78. A survey on data integration for multi-omics sample clustering
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  Lovino, M.; Randazzo, V.; Ciravegna, G.; Barbiero, P.; Ficarra, E.; Cirrincione, G.
  NEUROCOMPUTING
  Elsevier B.V.
  Vol.488 pp.15 (pp.494-508) ISSN:0925-2312 DOI:10.1016/j.neucom.2021.11.094
79. Retina: An open-source tool for flexible analysis of RTC traffic
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  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
80. Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
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  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
81. Measuring Roaming in Europe: Infrastructure and Implications on Users QoE
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  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
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  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
  articolo
  
  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
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  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
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  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
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  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
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  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
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  Tipaldo, Giuseppe
  BIBLIOTECA DI TESTI E STUDI
  L'emergenza Covid-19. Un laboratorio per le scienze sociali
  Carocci editore
  pp.17 (pp.85-101) ISBN:9788829004782
18. Identifying Biased Subgroups in Ranking and Classification
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  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
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  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
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  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
  tesi dottorato
  
  Pastor, Eliana
  Politecnico di Torino
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27. Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science
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  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
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  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
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  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
  capitolo
  
  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
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  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
  capitolo
  
  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
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  Di Domenico, Andrea; Perna, Gianluca; Trevisan, Martino; Vassio, Luca; Giordano, Danilo
  NETWORK
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  Vol.1 pp.14 (pp.247-260) ISSN:2673-8732 DOI:10.3390/network1030015
35. Message from the organizers of WAIN
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  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
  editoriale
  
  Cerquitelli, T.; Migliorini, S.; Chiusano, S.
  ELECTRONICS
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  Vol.10 pp.4 ISSN:2079-9292 DOI:10.3390/electronics10121439
37. Empowering Commercial Vehicles through Data-Driven Methodologies
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  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
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  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
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  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. Topological Gradient-based Competitive Learning
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  Barbiero, Pietro; Ciravegna, Gabriele; Randazzo, Vincenzo; Pasero, Eros; Cirrincione, Giansalvo
  PROCEEDINGS OF ... INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS
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  Institute of Electrical and Electronics Engineers Inc.
  2021 International Joint Conference on Neural Networks, IJCNN 2021 (Shenzhen, China) 18-22 July 2021
  pp.8 (pp.1-8) ISSN:2161-4407 ISBN:9781665439008 DOI:10.1109/IJCNN52387.2021.9533411
41. DRIFT LENS: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions
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  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
42. Inferring multilingual domain-specific word embeddings from large document corpora
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  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
43. Profiling industrial vehicle duties using CAN bus signal segmentation and clustering
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  Buccafusco, Silvia; Megaro, Andrea; Cagliero, Luca; Vaccarino, Francesco; Salvatori, Lucia; Loti, Riccardo
  In: Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference
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44. Measuring HTTP/3: Adoption and Performance
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  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
45. 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
46. The New Abnormal: Network Anomalies in the AI Era
  capitolo
  
  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
47. 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
48. 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
49. 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
50. 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
51. 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
52. Leveraging full-text article exploration for citation analysis
  articolo
  
  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
53. A hybrid cloud-to-edge predictive maintenance platform
  capitolo
  
  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
54. A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems
  articolo
  
  Cipriano, Marco; Colomba, Luca; Garza, Paolo
  APPLIED SCIENCES
  MDPI
  Vol.11 pp.25 ISSN:2076-3417 DOI:10.3390/app11156967
55. Predictive Maintenance in the Production of Steel Bars: A Data-Driven Approach
  capitolo
  
  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
56. Estimating Remaining Useful Life: A Data-Driven Methodology for the White Goods Industry
  capitolo
  
  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
57. Data-Driven Predictive Maintenance: A Methodology Primer
  capitolo
  
  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
58. 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
59. On the dynamics of political discussions on Instagram: A network perspective
  articolo
  
  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
60. 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
61. Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes
  articolo
  
  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
62. 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
63. 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
64. K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm
  articolo
  
  Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania
  ELECTRONICS
  MDPI
  Vol.10 pp.21 ISSN:2079-9292 DOI:10.3390/electronics10101166
65. Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case
  articolo
  
  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
66. Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data
  articolo
  
  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
67. Debate on online social networks at the time of COVID-19: An Italian case study
  articolo
  
  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
68. Towards website domain name classification using graph based semi-supervised learning
  articolo
  
  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
69. 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
70. Predicting student academic performance by means of associative classification
  articolo
  
  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
71. A multi-faceted characterization of free-floating car sharing service usage
  articolo
  
  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
72. 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
73. Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools
  articolo
  
  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
74. Understanding web pornography usage from traffic analysis
  articolo
  
  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
75. α-MON: Traffic Anonymizer for Passive Monitoring
  articolo
  
  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
76. Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning
  articolo
  
  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
77. Discovering Hierarchical Neural Archetype Sets
  capitolo
  
  Ciravegna, Gabriele; Barbiero, Pietro; Cirrincione, Giansalvo; Squillero, Giovanni; Tonda, Alberto
  SMART INNOVATION, SYSTEMS AND TECHNOLOGIES
  Progresses in Artificial Intelligence and Neural Systems
  Springer
  Vol.184 pp.13 (pp.255-267) ISSN:2190-3018 ISBN:9789811550928 DOI:10.1007/978-981-15-5093-5_24
78. Characterizing client usage patterns and service demand for car-sharing systems
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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. Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain
  capitolo
  
  Barbiero, P.; Bertotti, A.; Ciravegna, G.; Cirrincione, G.; Piccolo, E.; Tonda, A.
  SMART INNOVATION, SYSTEMS AND TECHNOLOGIES
  Neural Approaches to Dynamics of Signal Exchanges
  Springer
  Vol.151 pp.10 (pp.281-290) ISSN:2190-3018 ISBN:9789811389498 DOI:10.1007/978-981-13-8950-4_26
18. A transcriptional study of oncogenes and tumor suppressors altered by copy number variations in ovarian cancer
  proceeding
  
  Giacomini, G.; Ciravegna, G.; Pellegrini, M.; D'Aurizio, R.; Bianchini, M.
  SMART INNOVATION, SYSTEMS AND TECHNOLOGIES
  In: Innovation in Medicine and Healthcare Proceedings of 8th KES-InMed 2020
  Springer
  8th KES International Conference on Innovation in Medicine and Healthcare, KES-InMed 2020 (Virtual Conference) June 17–19, 2020
  Vol.192 pp.11 (pp.159-169) ISSN:2190-3018 ISBN:9789811558511 DOI:10.1007/978-981-15-5852-8_15
19. Human-driven FOL explanations of deep learning
  proceeding
  
  Ciravegna, G.; Giannini, F.; Gori, M.; Maggini, M.; Melacci, S.
  IJCAI
  In: IJCAI International Joint Conference on Artificial Intelligence
  International Joint Conferences on Artificial Intelligence
  29th International Joint Conference on Artificial Intelligence, IJCAI 2020 (Yokohama (JPN)) January 2021
  pp.7 (pp.2234-2240) ISSN:1045-0823 ISBN:9780999241165 DOI:10.24963/ijcai.2020/309
20. A constraint-based approach to learning and explanation
  proceeding
  
  Ciravegna, G.; Giannini, F.; Melacci, S.; Maggini, M.; Gori, M.
  PROCEEDINGS OF THE ... AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
  In: AAAI 2020 - 34th AAAI Conference on Artificial Intelligence Proceedings
  AAAI press
  34th AAAI Conference on Artificial Intelligence, AAAI 2020 (New York (USA)) February 7–12, 2020
  Vol.34 pp.8 (pp.3658-3665) ISSN:2374-3468 ISBN:9781577358350 DOI:10.1609/aaai.v34i04.5774
21. Big Data in Computer Network Monitoring
  capitolo
  
  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
22. Editorial special issue on data analytics for engineering, science and society
  editoriale
  
  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
23. 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
24. 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
25. 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
26. A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps
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  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
27. 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
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28. 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
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29. Diversità è Eccellenza. Bilancio di Genere 2020 - Politecnico di Torino
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  Cerquitelli, Tania; Colombelli, Alessandra; De Giorgi, Claudia; Montorsi, Arianna
  Politecnico di Torino (ITALIA)
  pp.152 (pp.1-152) ISBN:9788885745551
30. 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
31. Forecasting: theory and practice
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  Fotios, Petropoulos; Apiletti, Daniele; Vassilios, Assimakopoulos; Mohamed Zied Babai, ; Barrow, Devon K.; Christoph, Bergmeir; Bessa, Ricardo J.; Boylan, John E.; Jethro, Browell; Claudio, Carnevale; Castle, Jennifer L.; Pasquale, Cirillo; Clements, Michael P.; Clara, Cordeiro; Fernando Luiz Cyrino Oliveira, ; Shari De Baets, ; Alexander, Dokumentov; Piotr, Fiszeder; Philip Hans Franses, ; Michael, Gilliland; Sinan Gönül, M.; Paul, Goodwin; Luigi, Grossi; Yael, Grushka-Cockayne; Mariangela, Guidolin; Massimo, Guidolin; Ulrich, Gunter; Xiaojia, Guo; Renato, Guseo; Nigel, Harvey; Hendry, David F.; Ross, Hollyman; Tim, Januschowski; Jooyoung, Jeon; Jose, Victor Richmond R.; Yanfei, Kang; Koehler, Anne B.; Stephan, Kolassa; Nikolaos, Kourentzes; Leva, Sonia; Feng, Li; Konstantia, Litsiou; Spyros, Makridakis; Martinez, Andrew B.; Sheik, Meeran; Theodore, Modis; Konstantinos, Nikolopoulos; Dilek, Önkal; Alessia, Paccagnini; Ioannis, Panapakidis; Pavía, Jose M.; Manuela, Pedio; Pedregal, Diego J.; Pierre, Pinson; Patrícia, Ramos; Rapach, David E.; James Reade, J.; Bahman, Rostami-Tabar; Michał, Rubaszek; Georgios, Sermpinis; Han Lin Shang, ; Evangelos, Spiliotis; Syntetos, Aris A.; Priyanga Dilini Talagala, ; Talagala, Thiyanga S.; Len, Tashman; Dimitrios, Thomakos; Thordis, Thorarinsdottir; Ezio, Todini; Juan Ramón Trapero Arenas, ; Xiaoqian, Wang; Winkler, Robert L.; Alisa, Yusupova; Florian, Ziel
  pp.241 (pp.1-241)
32. Deep learning models for road passability detection during flood events using social media data
  articolo
  
  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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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)
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  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
39. Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back
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  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
40. 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
41. Unsupervised Multi-Omic Data Fusion: the Neural Graph Learning Network
  proceeding
  
  Barbiero, Pietro; Lovino, Marta; Siviero, Mattia; Ciravegna, Gabriele; Randazzo, Vincenzo; Ficarra, Elisa; Cirrincione, Giansalvo
  LECTURE NOTES IN COMPUTER SCIENCE
  In: LNCS
  Springer Science and Business Media Deutschland GmbH
  16th International Conference on Intelligent Computing, ICIC 2020 (Bari (ita)) Ottobre 2020
  Vol.12463 pp.11 (pp.172-182) ISSN:1611-3349 ISBN:9783030607982 DOI:10.1007/978-3-030-60799-9_15
42. 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
43. 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
44. 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
45. 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
46. 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
47. 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
48. Bring Your Own Data to X-PLAIN
  proceeding
  
  Pastor, E.; Baralis, E.
  PROCEEDINGS - ACM-SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA
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  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
49. 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
50. 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
51. Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts
  articolo
  
  Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo; Giordano, Danilo
  ELECTRONICS
  MDPI
  Vol.9 pp.22 ISSN:2079-9292 DOI:10.3390/electronics9081322
52. Does domain name encryption increase users' privacy?
  articolo
  
  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
53. Update on ACM SIGCOMM CCR reviewing process
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  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
54. Extracting highlights of scientific articles: A supervised summarization approach
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  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
55. 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
56. 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
57. Machine learning supported next-maintenance prediction for industrial vehicles
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  Mishra, S.; Vassio, L.; Cagliero, L.; Mellia, M.; Baralis, E.; Loti, R.; Salvatori, L.
  CEUR WORKSHOP PROCEEDINGS
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  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
58. Supervised Burned Areas delineation by means of Sentinel-2 imagery and Convolutional Neural Networks
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  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
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  17th International Conference on Information Systems for Crisis Response And Management (ISCRAM 2020) (Blacksburg, Virginia (USA)) May 24-27, 2020
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59. Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data
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  Farasin, Alessandro; Colomba, Luca; Garza, Paolo
  APPLIED SCIENCES
  MDPI
  Vol.10 pp.22 ISSN:2076-3417 DOI:10.3390/app10124332
60. Exploiting pivot words to classify and summarize discourse facets of scientific papers
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  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
61. ERRANT: Realistic Emulation of Radio Access Networks
  articolo
  
  Trevisan, Martino; Khatouni, Ali Safari; Giordano, Danilo
  COMPUTER NETWORKS
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  Vol.176 pp.11 ISSN:1389-1286 DOI:10.1016/j.comnet.2020.107289
62. 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
63. Regular pattern and anomaly detection on corporate transaction time series
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  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
64. Campus Traffic and e-Learning during COVID-19 Pandemic
  articolo
  
  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
65. A cloud-to-edge approach to support predictive analytics in robotics industry
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  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
66. Generating Neural Archetypes to Instruct Fast and Interpretable Decisions
  proceeding
  
  Barbiero, Pietro; Ciravegna, Gabriele; Cirrincione, Giansalvo; Tonda, Alberto; Squillero, Giovanni
  ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
  In: DECON 2019
  Springer
  The International Conference on Decision Economics
  Vol.1009 pp.8 (pp.45-52) ISSN:2194-5357 ISBN:9783030382261 DOI:10.1007/978-3-030-38227-8_6
67. Five Years at the Edge: Watching Internet From the ISP Network
  articolo
  
  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
68. REDTag: A Predictive Maintenance Framework for Parcel Delivery Services
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  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
69. entity2rec: Property-specific knowledge graph embeddings for item recommendation
  articolo
  
  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
70. Training ensembles of faceted classification models for quantitative stock trading
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  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
71. Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining
  articolo
  
  Apiletti, Daniele; Pastor, Eliana
  ELECTRONICS
  MDPI
  Vol.9 pp.19 ISSN:2079-9292 DOI:10.3390/electronics9010100
72. From Hotel Reviews to City Similarities: A Unified Latent-Space Model
  articolo
  
  Cagliero, L.; La Quatra, M.; Apiletti, D.
  ELECTRONICS
  MDPI
  Vol.9 pp.16 (pp.1-16) ISSN:2079-9292 DOI:10.3390/electronics9010197
73. Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis
  articolo
  
  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
74. On Car-Sharing Usage Prediction with Open Socio-Demographic Data
  articolo
  
  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
75. User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement
  articolo
  
  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
76. Assessing Discriminating Capability of Geometrical Descriptors for 3D Face Recognition by Using the GH-EXIN Neural Network
  proceeding
  
  Ciravegna, G.; Cirrincione, G.; Marcolin, F.; Barbiero, P.; Dagnes, N.; Piccolo, E.
  SMART INNOVATION, SYSTEMS AND TECHNOLOGIES
  In: Neural Approaches to Dynamics of Signal Exchanges
  Springer
  The Italian Workshop on Neural Networks WIRN 2018
  Vol.151 pp.11 (pp.223-233) ISSN:2190-3018 ISBN:9789811389498 DOI:10.1007/978-981-13-8950-4_21
77. The GH-EXIN neural network for hierarchical clustering
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  Cirrincione, G.; Ciravegna, G.; Barbiero, P.; Randazzo, V.; Pasero, E.
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  Vol.121 pp.17 (pp.57-73) ISSN:0893-6080 DOI:10.1016/j.neunet.2019.07.018
78. Combining Machine Learning and Natural Language Processing for Language-Specific, Multi-Lingual, and Cross-Lingual Text Summarization: A Wide-Ranging Overview
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  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
79. Effective video hyperlinking by means of enriched feature sets and monomodal query combinations
  articolo
  
  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
80. Big Data in Computer Network Monitoring
  capitolo
  
  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
  monografia
  
  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
  editoriale
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  altro
  
  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
  altro
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
54. Supervised gene identification in colorectal cancer
  proceeding
  
  Barbiero, P.; Bertotti, A.; Ciravegna, G.; Cirrincione, G.; Pasero, E; Piccolo, E.
  In: Quantifying and Processing Biomedical and Behavioral Signals
  Springer International Publishing (ITALIA)
  WIRN - Italian Workshop on Neural Networks (Vietri sul Mare) 14-16 giugno 2017
  Vol.103 pp.9 (pp.243-251) ISBN:9783319950945 DOI:10.1007/978-3-319-95095-2_23
55. Unsupervised gene identification in colorectal cancer
  proceeding
  
  Barbiero, P.; Bertotti, A.; Ciravegna, Gabriele; Cirrincione, G.; Pasero, E.; Piccolo, E.
  In: Quantifying and Processing Biomedical and Behavioral Signals
  Springer (ITALIA)
  WIRN - Italian Workshop on Neural Networks (Vietri sul Mare) 14-16 giugno 2017
  pp.9 (pp.219-227) ISBN:9783319950945 DOI:10.1007/978-3-319-95095-2_21
2018
1. A method for exploring traffic passive traces and grouping similar urls
  brevetto
  
  Mellia, Marco; Metwalley, Hassan; Bocchi, Enrico; Morichetta, Andrea
  N.WO2018047027A1
2. Method and System for Predicting System Status
  brevetto
  
  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
  articolo
  
  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. Nonstationary topological learning with bridges and convex polytopes: The G-EXIN neural network
  proceeding
  
  Randazzo, Vincenzo; Cirrincione, Giansalvo; Ciravegna, Gabriele; Pasero, Eros
  In: Proceedings of the International Joint Conference on Neural Networks
  Institute of Electrical and Electronics Engineers Inc.
  2018 International Joint Conference on Neural Networks, IJCNN 2018 (Rio de Janeiro(Bra)) 8-13 July 2018
  Vol.2018- pp.6 (pp.1-6) ISBN:9781509060146 DOI:10.1109/IJCNN.2018.8489186
10. 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
11. Characterizing situations of dock overload in bicycle sharing stations
  articolo
  
  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
12. 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
13. 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
14. You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits
  articolo
  
  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
15. 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
16. 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
17. 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
18. 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
19. 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
20. 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)
21. 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
22. 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)
23. Additional reviewer assignment by means of weighted association rules
  articolo
  
  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
24. 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
25. 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
26. Characterizing unpredictable patterns in Wireless Sensor Network data
  articolo
  
  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
27. Discovering cross-topic collaborations among researchers by exploiting weighted association rules
  articolo
  
  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
28. 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
29. 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
30. 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
31. 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
32. 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
33. METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models
  articolo
  
  Di Corso, Evelina; Cerquitelli, Tania; Apiletti, Daniele
  ENERGIES
  MDPI (Basel, Switzerland)
  Vol.11 pp.24 ISSN:1996-1073 DOI:10.3390/en11061336
34. 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
35. A Knowledge-Based Multi-Criteria Decision Support System Encompassing Cascading Effects For Disaster Management
  articolo
  
  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
36. Guest Editorial: Special Section on Advances in Big Data Analytics for Management
  editoriale
  
  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
37. Deadline-Constrained Content Upload from Multihomed Devices: Formulations and Algorithms
  articolo
  
  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
38. Data Analysis and Modelling of Users’ Behaviour on the Web
  tesi dottorato
  
  Vassio, Luca
  Politecnico di Torino
  pp.176
39. AWESoME: Big Data for Automatic Web Service Management in SDN
  articolo
  
  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
40. Optimization of Computer Aided Detection systems: an evolutionary approach
  articolo
  
  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
41. Highlighter: automatic highlighting of electronic learning documents
  articolo
  
  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
42. Data Mining in Databases: Languages and Indices
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  Tipaldo, Giuseppe; Scamuzzi, Sergio
  PROBLEMI DELL'INFORMAZIONE
  Il Mulino
  Vol.2017 pp.8 (pp.367-374) ISSN:0390-5195 DOI:10.1445/88096
3. Neural Biclustering in Gene Expression Analysis
  proceeding
  
  Barbiero, P.; Bertotti, A.; Ciravegna, G.; Cirrincione, G.; Piccolo, E.
  In: 2017 International Conference on Computational Science and Computational Intelligence (CSCI)
  IEEE (STATI UNITI D'AMERICA)
  2017 International Conference on Computational Science and Computational Intelligence (CSCI) (Las Vegas (USA)) 14-16 December 2017
  pp.6 (pp.1238-1243) DOI:10.1109/CSCI.2017.361
4. Method for detecting web tracking services
  brevetto
  
  Mellia, Marco; Metwalley, Hassan; Traverso, Stefano
  N.WO2017093924A1
5. 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
6. Automatic rule generation for flow management in software defined networking networks
  brevetto
  
  Baldi, Mario; Hee Song, Han; Nucci, Antonio; Mellia, Marco; Trevisan, Martino; Drago, Idilio
  N.US20190007327A1
7. 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
8. 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
9. 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
10. 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)
11. 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
12. 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
13. 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
14. 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
15. Scaling associative classification for very large datasets
  articolo
  
  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
16. Program chairs' message
  capitolo
  
  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
17. A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data
  articolo
  
  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
18. Planning stock portfolios by means of weighted frequent itemsets
  articolo
  
  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
19. WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place
  articolo
  
  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
20. 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
21. 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
22. 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
23. 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
24. 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)
25. Frequent Itemsets Mining for Big Data: A Comparative Analysis
  articolo
  
  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
26. Twitter data laid almost bare: An insightful exploratory analyser
  articolo
  
  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
27. 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
28. 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
29. 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
30. 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
31. 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
32. Transparent Data Mining for Big and Small Data
  curatela
  
  Cerquitelli, Tania; Quercia, D.; Pasquale, F.
  STUDIES IN BIG DATA
  Springer (GERMANIA)
  Vol.32 pp.215 (pp.1-215) ISSN:2197-6503 ISBN:9783319540238
33. 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
34. 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
35. Unsupervised methodology to unveil content delivery network structures
  brevetto
  
  Giordano, Danilo; Traverso, Stefano; Mellia, Marco; Grimaudo, Luigi; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi; Nucci, Antonio
  N.14/524566
36. 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
37. 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
38. Discovering profitable stocks for intraday trading
  articolo
  
  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
39. 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
40. 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
41. Machine Learning and Big Data Methodologies for Network Traffic Monitoring
  tesi dottorato
  
  Giordano, Danilo
  Politecnico di Torino
  DOI:10.6092/polito/porto/2668398
42. Predicting large scale fine grain energy consumption
  articolo
  
  Cerquitelli, Tania
  ENERGY PROCEDIA
  Elsevier
  Vol.111 pp.10 (pp.1079-1088) ISSN:1876-6102 DOI:10.1016/j.egypro.2017.03.271
43. Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned
  articolo
  
  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
44. 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
45. 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
46. Predicting critical conditions in bicycle sharing systems
  articolo
  
  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
47. Personal Cloud Storage Benchmarks and Comparison
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  brevetto
  
  Mellia, M; Metwalley, H; Bocchi, E.; Morichetta, A.
  N.102016000091521
4. Automatic parsing of binary-based application protocols using network traffic
  brevetto
  
  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
  curatela
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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»
  articolo
  
  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
  capitolo
  
  Tipaldo, Giuseppe
  Energy and Society. Public opinion, policies and sustainable development
  AuthorHouse
  pp.31 (pp.100-130) ISBN:9781504953078
3. Apriti scienza
  monografia
  
  Scamuzzi, Sergio; Tipaldo, Giuseppe
  PERCORSI. SOCIOLOGIA
  Il Mulino
  pp.286 (pp.1-286) ISBN:9788815257529
4. Comunicare la scienza
  capitolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  brevetto
  
  Iliofotou, M.; Keralapura, R.; Mellia, Marco; Bermudez, I.
  N.US 9,100,326 B1
26. Detecting malicious activities with user-agent-based profiles
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  monografia
  
  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
  monografia
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  monografia
  
  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
  articolo
  
  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
  brevetto
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  brevetto
  
  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"
  articolo
  
  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
  curatela
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  monografia
  
  Santangelo, A; Tipaldo, G.
  Uclan University Press
  pp.125 (pp.1-125) ISBN:9780992634919
5. La scienza su un binario morto?
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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”
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  monografia
  
  Corno, Fulvio; Chiusano, SILVIA ANNA
  Lulu Enterprises, Inc. (STATI UNITI D'AMERICA)
  pp.176 ISBN:9781291012880
22. I-prune: Item selection for associative classification
  articolo
  
  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
  capitolo
  
  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
  tesi dottorato
  
  Cagliero, Luca
  Politecnico di Torino
  DOI:10.6092/polito/porto/2496105
25. Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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»?
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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.
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  curatela
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  brevetto
  
  Perino, M; Mellia, Marco; Meo, Michela; Rossi, D.
  N.WO2008149203
3. METHOD AND APPARATUS FOR DETECTING VOCAL DATA FLOW IN A PACKET DATA FLOW
  brevetto
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  monografia
  
  Tipaldo, Giuseppe
  Stampatori
  pp.85 (pp.1-85) ISBN:9788888057804
3. Using mined patterns for XML Query Answering
  capitolo
  
  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
  articolo
  
  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
  brevetto
  
  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
  articolo
  
  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
  articolo
  
  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
  articolo
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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
  brevetto
  
  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
  capitolo
  
  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
  articolo
  
  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
  articolo
  
  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

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