DBDM - Database and Data Mining Group

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

Skills

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

Projects and publications

Selected funded research projects
- WEBFARE
  CERQUITELLI TANIA
  2024 - 2027 (Current)
- DEVELOPMENT OF A RAPID PROTOTYPING FLIGHT VEHICLE ENGINEERING TOOLSET(I-DREAM)
  CHIUSANO SILVIA ANNA, VIOLA NICOLE
  2024 - 2027 (Current)
- ALGORITMI DI INTELLIGENZA ARTIFICIALE PER MACCHINE DI TAGLIO LASER
  CERQUITELLI TANIA
  2024 - 2026 (Current)
- MODELLAZIONE DI DATI DA FONTI ETEROGENEE A SUPPORTO DELL'INTERROGAZIONE, ANCHE IN LINGUAGGIO NATURALE, DELL'ARCHIVIO PRIVATO DI RICERCHE AZIENDALI, TRAMITE TECNICHE DI DATA-DRIVEN E THEORY-GUIDED DATA
  APILETTI DANIELE
  2024 - 2025 (Current)
- AISN – AI SECURED NETWORKS
  VASSIO LUCA
  2024 - 2025 (Current)
- APPLICAZIONE DI ALGORITMI DI MACHINE LEARNING PER IL MONITORAGGIO DELLA QUALITÀ DEL SERVIZIO DELLA RETE
  GIORDANO DANILO, MELLIA MARCO
  2024 - 2025 (Current)
- CONTRATTO DI RICERCA TRA IL POLITECNICO – DIPARTIMENTO DI AUTOMATICA E INFORMATICA (DAUIN) E LA SOCIETÀ NEC LABORATORIES EUROPE GMBH, PER LA REALIZZAZIONE DEL PROGETTO DI RICERCA “CYBERAGENT”
  MELLIA MARCO
  2024 - 2025 (Current)
- CONTRATTO DI RICERCA TRA IL POLITECNICO (DAUIN) E ANTI FINANCIAL CRIME DIGITAL HUB S.C.A.R.L. PER LA REALIZZAZIONE DEL PROGETTO DI RICERCA “LINEE GUIDA PER LO SVILUPPO/TEST DI MODELLI DI ML CON DATI ANONIMIZZATI E RILASCIO IN PRODUZIONE CON DATI IN CHIARO”
  VASSIO LUCA
  2024 - 2025 (Current)
- PREVENTIVATORE BEST ECAR E APPROFONDIMENTO SULL'ELETTRIFICABILITÀ DEL PARCO AUTO DI UNA CITTÀ DA DEFINIRE TRAMITE IL PREVENTIVATORE
  GIORDANO DANILO
  2024 - 2025 (Current)
- ROOT CAUSE ANALYSIS IN MECHATRONIC SYSTEMS VIA PATTERN RECOGNITION AND CAUSAL AI
  PASTOR ELIANA
  2024 - 2025 (Current)
- SUPPORTO ALLE ATTIVITÀ DI RICERCA MIRATE AL DESIGN E SVILUPPO DI UNA PIATTAFORMA PER L’HACKING AUTOMATION BASATA SU TECNICHE DI INTELLIGENZA ARTIFICIALE GENERATIVA
  CAGLIERO LUCA
  2024 - 2025 (Current)
- EMPOWERING MULTILINGUAL INCLUSIVE COMMUNICATION (E-MIMIC)
  CERQUITELLI TANIA
  2023 - 2025 (Current)
- ACRE: AI-BASED CAUSALITY AND REASONING FOR DECEPTIVE ASSETS
  GIORDANO DANILO
  2023 - 2025 (Current)
- XINTERNET (EXPLAINABLE INTERNET)
  MELLIA MARCO
  2023 - 2025 (Current)
- MANAGE 5.0 - MANUFACTURING AUTOMOTIVE GREEN EVOLUTION 5.0
  MELLIA MARCO
  2022 - 2024 (Current)
- READING (&) MACHINE. LA PROMOZIONE DELLA LETTURA VERSO IL FUTURO
  MELLIA MARCO
  2022 - 2023 (Current)
- TOWARD A ZERO DEFECTS MANUFACTURING PROCESS WITH ARTIFICIAL INTELLIGENCE APPLICATIONS
  GIORDANO DANILO
  2020 - 2021 (Current)
- SUPPORTO ALLE ATTIVITÀ DI RICERCA MIRATE AL DESIGN E SVILUPPO DI UNA PIATTAFORMA PER L’HACKING AUTOMATION BASATA SU TECNICHE DI INTELLIGENZA ARTIFICIALE
  CAGLIERO LUCA
  2024 - 2024 (Completed)
- CONTRATTO DI RICERCA TRA IL POLITECNICO (DAUIN) E ANTI FINANCIAL CRIME DIGITAL HUB S.C.A.R.L. PER LA REALIZZAZIONE DEL PROGETTO DI RICERCA “MAD- MULTICRITERIA ANOMALY DETECTION”
  MELLIA MARCO
  2023 - 2024 (Completed)
- CONTRATTO DI RICERCA TRA IL POLITECNICO (DAUIN) E INTESA SANPAOLO INNOVATION CENTER S.P.A PER LA REALIZZAZIONE DEL PROGETTO DI RICERCA “AI FOR TREND ANALYSIS CONTENT ANNOTATION AND SUMMARIZATION”
  CAGLIERO LUCA
  2023 - 2024 (Completed)
- REALIZZAZIONE DI UNA PIATTAFORMA WEB PER IL COLLEGAMENTO DELL’INTERO ECOSISTEMA TURISTICO NAZIONALE AL FINE DI VALORIZZARE, INTEGRARE E FAVORIRE L’OFFERTA TURISTICA COMPLESSIVA
  APILETTI DANIELE
  2023 - 2024 (Completed)
- IMEDA - IMPROVING EFFICIENCY IN DETECTION ANALYSIS
  GIOBERGIA FLAVIO, MELLIA MARCO
  2023 - 2024 (Completed)
- MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING
  CAGLIERO LUCA, VASSIO LUCA
  2023 - 2024 (Completed)
- ALGORITMI DI DATA MINING E MACHINE LEARNING PER SISTEMI DI CYBERSECURITY IN AMBITO WEB
  GARZA PAOLO
  2022 - 2024 (Completed)
- ACCORDO ATTUATIVO TRA IL DIPARTIMENTO DI ELETTRONICA E TELECOMUNICAZIONI DET E IL CONSORTIUM GARR
  MELLIA MARCO
  2021 - 2024 (Completed)
- SUPERVISIONE ALLE ATTIVITÀ DI RICERCA PER LA PROGETTAZIONE DI MODELLI DI INTELLIGENZA ARTIFICIALE PER IL SELF-ASSESSMENT DI COMPLIANCE CON STANDARD AVANZATI PER LA CYBERSECURITY DI SISTEMI AUTOMOTIVE (ISO-21434 E UN-ECE REGULATION 155)
  CAGLIERO LUCA
  2023 - 2023 (Completed)
- NATURAL LANGUAGE PROCESSING A SUPPORTO DELL’OPERATIVITÀ TIM
  CAGLIERO LUCA
  2023 - 2023 (Completed)
- MACHINE LEARNING FOR NETWORK SUPERVISION AND ASSURANCE
  GARZA PAOLO
  2023 - 2023 (Completed)
- ENHANCEMENTS OF ANALYTICS MODELS FOR CHARACTERIZATION OF QUALITY OF EXPERICENCE IN MOBILE NETWORKS
  MELLIA MARCO
  2023 - 2023 (Completed)
- PRODUCTION LINE QUALITY ENHANCEMENT USING ADVANCED DATA ANALYSIS
  GIORDANO DANILO
  2022 - 2023 (Completed)
- CONTRATTO DI RICERCA TRA IL POLITECNICO (DAUIN), INTESA SANPAOLO SPA E INTESA SANPAOLO INNOVATION CENTER (NELL’AMBITO DELL’ACCORDO QUADRO DI COLLABORAZIONE TRA INTESA SANPAOLO SPA E POLITECNICO DI TORINO - RIF. 146/2019) PER LA REALIZZAZIONE DEL PROGETTO DI RICERCA “HIDDEN RISK”
  BARALIS ELENA MARIA
  2022 - 2023 (Completed)
- PROGETTAZIONE E REALIZZAZIONE ALGORITMI DI PIANIFICAZIONE PER LA SCHEDULAZIONE AVANZATA DELLA PRODUZIONE PER PICCOLE E MEDIE IMPRESE
  CERQUITELLI TANIA, DELLA CROCE DI DOJOLA FEDERICO
  2022 - 2023 (Completed)
- PROGETTAZIONE E REALIZZAZIONE ALGORITMI DI PIANIFICAZIONE PER LA SCHEDULAZIONE AVANZATA DELLA PRODUZIONE PER PICCOLE E MEDIE IMPRESE
  CERQUITELLI TANIA, GHIRARDI MARCO
  2022 - 2023 (Completed)
- PROGETTAZIONE E REALIZZAZIONE ALGORITMI DI PIANIFICAZIONE PER LA SCHEDULAZIONE AVANZATA DELLA PRODUZIONE PER PICCOLE E MEDIE IMPRESE
  CERQUITELLI TANIA, SALASSA FABIO GUIDO MARIO
  2022 - 2023 (Completed)
- AI-ASSISTED NETWORK SECURITY
  VASSIO LUCA
  2022 - 2023 (Completed)
- DATA, ARTIFICIAL INTELLIGENCE METHODS & STRATEGIC DECISION MAKING: A CASE STUDY IN MOTORSPORTS
  CERQUITELLI TANIA
  2022 - 2023 (Completed)
- MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING
  CAGLIERO LUCA, RISSO FULVIO GIOVANNI OTTAVIO, URGESE GIANVITO, VASSIO LUCA
  2022 - 2023 (Completed)
- DATA & CONCEPT DRIFT METHODOLOGIES: UNSUPERVISED ESTIMATION OF PREDICTIVE MODEL DEGRADATION FOR HIGH-PERFORMANCE COMPUTING CLUSTER
  CERQUITELLI TANIA
  2022 - 2023 (Completed)
- TECNICHE DI INTELLIGENZA ARTIFICIALE APPLICATE ALLO STUDIO DI FENOMENI FISICI PER LA RISOLUZIONE DI RETI DI FLUSSI NEL DIMENSIONAMENTO DI IMPIANTI TERMOTECNICI
  APILETTI DANIELE
  2022 - 2023 (Completed)
- ENTREPRENEURS AS SCIENTISTS: WHEN AND HOW START-UPS BENEFIT FROM A SCIENTIFIC APPROACH TO DECISION MAKING
  CAGLIERO LUCA, UGHETTO ELISA
  2020 - 2023 (Completed)
- MACHINE LEARNING FOR NETWORK SUPERVISION AND FAULT MANAGEMENT
  GARZA PAOLO
  2022 - 2022 (Completed)
- CHARACTERIZATION OF QUALITY OF EXPERIENCE IN MOBILE NETWORKS
  MELLIA MARCO
  2022 - 2022 (Completed)
- MACHINE LEARNING ON HPC
  CERQUITELLI TANIA
  2021 - 2022 (Completed)
- NETWORK MONITORING FOR QOE ASSESSMENT
  BIANCO ANDREA, GIORDANO DANILO
  2021 - 2022 (Completed)
- FATA: FORMAZIONE ADATTIVA MEDIANTE TECNOLOGIE AVANZATE
  CERQUITELLI TANIA
  2021 - 2022 (Completed)
- PIMCITY: BUILDING THE NEXT GENERATION PERSONAL DATA PLATFORMS
  MELLIA MARCO
  2019 - 2022 (Completed)
- TECNICHE DI MACHINE LEARNING E DATA SCIENCE PER CLINICAL TRIALS E PLF
  APILETTI DANIELE
  2021 - 2021 (Completed)
- MACHINE LEARNING FOR NETWORKSUPERVISION AND FAULT MANAGEMENT
  GARZA PAOLO
  2021 - 2021 (Completed)
- NETWORK PERFORMANCE & VIDEO
  MELLIA MARCO
  2021 - 2021 (Completed)
- TELEMATICA APPLICATA AL SETTORE DELLE ASSICURAZIONI: RILEVAZIONE DI DATI GREZZI ED ANALISI MEDIANTE TECNICHE DI INTELLIGENZA ARTIFICIALE
  CAGLIERO LUCA, GATTESCHI VALENTINA, LAMBERTI FABRIZIO
  2020 - 2021 (Completed)
- AI-ASSISTED NETWORK SECURITY
  MELLIA MARCO
  2020 - 2021 (Completed)
- ANALISI DI DATI DI VEICOLI CONNESSI PER OTTIMIZZARE L'UPTIME DELLE BATTERIE
  CERQUITELLI TANIA
  2020 - 2021 (Completed)
- PIATTAFORMA DI PREDICTIVE MAINTENANCE VIBRAZIONALE (PREMA): PROGETTAZIONE E SVILUPPO DEL COMPONENTE PREMA BACKEND
  CERQUITELLI TANIA
  2020 - 2021 (Completed)
- DEVELOPMENT OF A RAPID PROTOTYPING FLIGHT VEHICLE ENGINEERING TOOLSET
  CHIUSANO SILVIA ANNA, VIOLA NICOLE
  2020 - 2021 (Completed)
- ATTIVITÀ DI SUPPORTO ALL’IMPLEMENTAZIONE DEL PIANO DI COMPAGNIA DI SAN PAOLO SISTEMA TORINO SCRL DI AGGIORNAMENTO DELLE INFRASTRUTTURE IT
  GIACCONE PAOLO, MELLIA MARCO
  2020 - 2021 (Completed)
- PIATTAFORMA DI PREDICTIVE MAINTENANCE VIBRAZIONALE (PREMA): PROGETTAZIONE E SVILUPPO DEL COMPONENTE PREMA EDGE
  CERQUITELLI TANIA
  2020 - 2021 (Completed)
- “MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING (YEAR 2020)”, “FOG COMPUTING E OPPORTUNISTIC NETWORKING (YEAR 2020)” E “DESIGN E IMPLEMENTAZIONE DI FUNZIONALITÀ FIRMWARE AVANZATE (YEAR 2020)”
  CAGLIERO LUCA, RISSO FULVIO GIOVANNI OTTAVIO, URGESE GIANVITO, VASSIO LUCA
  2020 - 2021 (Completed)
- CENTRO DI COMPETENZA CALCOLO AD ALTE PRESTAZIONI E INTELLIGENZA ARTIFICIALE TORINO
  MELLIA MARCO, PICCOLO ELIO
  2018 - 2021 (Completed)
- EUROPEAN INFRASTRUCTURE POWERING THE INTERNET OF THINGS
  CERQUITELLI TANIA, GERBALDI CLAUDIO
  2018 - 2021 (Completed)
- TECNICHE DI MACHINE LEARNING E DATA SCIENCE PER LE FILIERE IN AMBITO CLINICO
  APILETTI DANIELE
  2020 - 2020 (Completed)
- ANALISI DEI DATI PER MANUTENZIONE PREDITTIVA
  BARALIS ELENA MARIA
  2019 - 2020 (Completed)
- SMART MANUFACTURING AND PROCESS IMPROVEMENT DRIVEN BY MACHINE LEARNING IN INDUSTRY 4.0
  BARALIS ELENA MARIA, GIORDANO DANILO
  2019 - 2020 (Completed)
- MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING”, “FOG COMPUTING E OPPORTUNISTIC NETWORKING” E “DESIGN E IMPLEMENTAZIONE DI FUNZIONALITÀ FIRMWARE AVANZATE”
  CAGLIERO LUCA, MELLIA MARCO, RISSO FULVIO GIOVANNI OTTAVIO, URGESE GIANVITO
  2019 - 2020 (Completed)
- VALUTAZIONE QUALITÀ DELL’INTRODUZIONE DI TECNICHE DI BIG DATA ED ANALYTICS
  CERQUITELLI TANIA
  2019 - 2020 (Completed)
- ANALISI DI DATI TELEMATICI PER IL FLEET MANAGEMENT
  BARALIS ELENA MARIA
  2019 - 2020 (Completed)
- PROGRESSING WP3 CARS URBAN MOBILITY MANAGEMENT AND NEW CONCEPTS
  GATTESCHI VALENTINA, LAMBERTI FABRIZIO, MELLIA MARCO
  2019 - 2020 (Completed)
- R&D MOTION SICKNESS PREDICTION MODEL
  BARALIS ELENA MARIA, CHIUSANO SILVIA ANNA
  2019 - 2019 (Completed)
- SUPPORT FOR HIGH FUEL PRESSURE PROGNOSTI AND FOR AT SYSTEM AGEING ON-FIELD AN
  BARALIS ELENA MARIA
  2018 - 2019 (Completed)
- ENHANCED PORE TYPING IMAGE ANALYSIS AND EXTENDED PETROGRAPHY THROUGH MINERALOGY
  BARALIS ELENA MARIA
  2018 - 2019 (Completed)
- MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING - FOG COMPUTING E OPPORTUNISTIC NETWORKING
  CAGLIERO LUCA, MELLIA MARCO, RISSO FULVIO GIOVANNI OTTAVIO
  2018 - 2019 (Completed)
- MODELLAZIONE DELL’EFFICIENZA ENERGETICA DEGLI EDIFICI BASATA SU OPEN-DATA
  CERQUITELLI TANIA
  2018 - 2019 (Completed)
- WP3 CARS URBAN MOBILITY MANAGEMENT AND NEW CONCEPTS
  MELLIA MARCO
  2018 - 2019 (Completed)
- STUDIO E PROGETTAZIONE DI ALGORITMI PER INTERNET OF BOILERS
  CHIUSANO SILVIA ANNA
  2017 - 2019 (Completed)
- IMPROVING RESILIENCE TO EMERGENCIES THROUGH ADVANCED CYBER TECHNOLOGIES
  BARALIS ELENA MARIA, CHIASSERINI CARLA FABIANA
  2016 - 2019 (Completed)
- PROGETTAZIONE DI UNA SOLUZIONE PER LA GESTIONE DI DATI RACCOLTI DA RED-TAG
  CERQUITELLI TANIA
  2018 - 2018 (Completed)
- ONSET SLEEP DETECTION DATA ANALYTICS
  BARALIS ELENA MARIA, CHIUSANO SILVIA ANNA
  2018 - 2018 (Completed)
- NOISE APP DETECTION DEVELOPMENT
  BARALIS ELENA MARIA
  2018 - 2018 (Completed)
- PROGETTAZIONE DI UNA SOLUZIONE A SUPPORTO DEL POSIZIONAMENTO AUTOMATICO DEI RED-TAG
  CERQUITELLI TANIA
  2018 - 2018 (Completed)
- MOTION SICKNESS PREDICTION MODEL
  BARALIS ELENA MARIA, CHIUSANO SILVIA ANNA
  2018 - 2018 (Completed)
- SUBSYSTEM SELECTION AND PRELIMINARY DATA AND PREVENTIVE DIAGNOSTIC MODELS
  BARALIS ELENA MARIA
  2017 - 2018 (Completed)
- MONROE - MEASURING MOBILE BROADBAND NETWORKS IN EUROPE
  MELLIA MARCO
  2015 - 2018 (Completed)
- STUDY OF STATE-OF-THE-ART METHODS AND TOOLS TO SIMILARITY SEARCH OF CAD OBJECTS
  CERQUITELLI TANIA
  2017 - 2017 (Completed)
- PROGETTO N. 4 - RECURRENT NEURAL NETWORKS APPLIED TO NETWORK AND SERVICE DATA
  MELLIA MARCO
  2017 - 2017 (Completed)
- ONTIC - ONLINE NETWORK TRAFFIC CHARACTERIZATION
  BARALIS ELENA MARIA
  2014 - 2017 (Completed)
- SUBSYSTEM SELECTION AND PRELIMINARY DATA
  BARALIS ELENA MARIA
  2016 - 2016 (Completed)
- DATA-CENTRIC GENOMIC COMPUTING (GENDATA 2020)
  BARALIS ELENA MARIA
  2013 - 2016 (Completed)
- MPLANE-AN INTELLIGENT MEASUREMENTE PLANE FOR FUTURE NETWORK AND APPLICATION MANAGMENT
  BARALIS ELENA MARIA, MELLIA MARCO
  2012 - 2015 (Completed)
- FI-WARE -FUTURE INTERNET CORE PLATFORM
  CHIUSANO SILVIA ANNA
  2014 - 2014 (Completed)
- ANALISI DI ALGORITMI PER IL BILANCIAMENTO GEOGRAFICO DELLE BICICLETTE IN SISTEMI DI BIKE -SHARING
  BARALIS ELENA MARIA
  2013 - 2013 (Completed)
- WEB-BI - WEB INTELLIGENCE
  BARALIS ELENA MARIA
  2012 - 2013 (Completed)
- SMILE-O
  BARALIS ELENA MARIA
  2011 - 2013 (Completed)
- ANALISI DEL PROCESSO DI MIGRAZIONE DI DATI PER LA NUOVA GESTIONE DELL'IMPOSTA PER L'IGIENE URBANA
  BARALIS ELENA MARIA
  2010 - 2010 (Completed)
- DEFINIZIONE E PROGETTAZIONE DEL DATA WAREHOUSE AZIENDALE
  BARALIS ELENA MARIA
  2008 - 2009 (Completed)
- CERTIFICAZIONE DELLA QUALITÀ DELLA BASE DI DATI PER LA GESTIONE DELLE DELEGHE SINDACALI
  BARALIS ELENA MARIA
  2008 - 2008 (Completed)
- CARATTERIZZAZIONE DI TRAFFICO A LIVELLO TRASPORTO: ANALISI E MODELLI DI FLUSSI DATI E REAL TIME
  MELLIA MARCO
  2006 - 2008 (Completed)
- VERIFICHE ATTINENTI L'ESTRAZIONE DEI DATI AI FINI DI UNA MIGRAZIONE DI SISTEMA INFORMATICO
  BARALIS ELENA MARIA
  2007 - 2007 (Completed)
- CLASSIFICAZIONE DI DOCUMENTI XML
  BARALIS ELENA MARIA
  1999 - 2001 (Completed)
- ESTRAZIONE DI INFORMAZIONI (DATA MINING) DAI DATI ESTRATTI DAL WEB
  BARALIS ELENA MARIA
  1998 - 2000 (Completed)
Selected recent publications
At press time
1. Detecting Edge and Node Anomalies with Temporal Graph Neural Networks
  Proceeding
  
  Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca
  In: Graph Neural Networking Workshop
  Association for Computing Machinery
  3rd GNNet Workshop - Graph Neural Networking Workshop (Los Angeles, California (USA)) 9 December, 2024
  pp.11
2. Evaluating the Reliability of Shapley Value Estimates: An Interval-Based Approach
  Proceeding
  
  Napolitano, Davide; Cagliero, Luca
  In: Proceedings of 1st Human-Interpretable AI Workshop
  CEUR
  Human-Interpretable AI Workshop
3. 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
4. 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
5. 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
6. 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
7. 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
8. NLPGuard: A Framework for Mitigating the Use of Protected Attributes by NLP Classifiers
  Proceeding
  
  Greco, Salvatore; Zhou, Ke; Capra, Licia; Cerquitelli, Tania; Quercia, Daniele
  In: The 27th ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW)
  acm
  CSCW '24: Computer-Supported Cooperative Work and Social Computing
9. 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
10. LAS: a bio-clinical integrated laboratory information system for translational data management
  Book chapter
  
  Fiori, Alessandro; Grand, Alberto; Geda, Emanuele; Schioppa, Domenico; Brundu, FRANCESCO GAVINO; Mignone, Andrea; Bertotti, Andrea
  Handbook of Research on Emerging Developments and Practices in Oncology
  pp.25
2024
1. Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks
  Article
  
  La Quatra, Moreno; Gallipoli, Giuseppe; Cagliero, Luca
  ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
  ACM
  Vol.15 pp.38 (pp.1-38) ISSN:2157-6912 DOI:10.1145/3678179
2. Re-Identification Attacks against the Topics API
  Article
  
  Jha, Nikhil; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco
  ACM TRANSACTIONS ON THE WEB
  ASSOC COMPUTING MACHINERY
  Vol.18 pp.24 (pp.1-24) ISSN:1559-1131 DOI:10.1145/3675400
3. 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
4. AutoPenBench: Benchmarking Generative Agents for Penetration Testing
  Other
  
  Gioacchini, Luca; Mellia, Marco; Drago, Idilio; Delsanto, Alexander; Siracusano, Giuseppe; Bifulco, Roberto
  pp.23 DOI:10.48550/arXiv.2410.03225
5. Creativity Injection into AI-powered Multimedia Storyboards
  Doctoral thesis
  
  Vacchetti, Bartolomeo
  Politecnico di Torino
  pp.125 (pp.1-125)
6. Inspecting Deep NLP Models - Innovative Techniques for Explainability, Fairness, and Concept Drift in Natural Language Classification
  Doctoral thesis
  
  Greco, Salvatore
  Politecnico di Torino
  pp.175 (pp.1-175)
7. Spatial data science: from aerial data to discrete spatio-temporal event analysis
  Doctoral thesis
  
  Colomba, Luca
  Politecnico di Torino
  pp.132 (pp.1-132)
8. Designing the Operator of the Future: The Architecture of Human Digital Twin Systems
  Article
  
  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
9. 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
10. Intersectional fair ranking via subgroup divergence
  Article
  
  Pastor, Eliana; Bonchi, Francesco
  DATA MINING AND KNOWLEDGE DISCOVERY
  Springer
  Vol.38 pp.37 (pp.2186-2222) ISSN:1384-5810 DOI:10.1007/s10618-024-01029-8
11. Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches
  Article
  
  Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.
  ELECTRONICS
  Multidisciplinary Digital Publishing Institute (MDPI)
  Vol.13 pp.17 ISSN:2079-9292 DOI:10.3390/electronics13183693
12. 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
13. 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)
14. 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
15. 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
16. 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
17. 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
18. 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)
19. 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)
20. 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
21. 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
22. 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)
23. Ex(o)plain: Subgroup-level analysis of exoplanet atmospheric parameters
  Article
  
  Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
  IEEE ACCESS
  IEEE
  Vol.12 pp.16 (pp.139773-139788) ISSN:2169-3536 DOI:10.1109/access.2024.3466919
24. 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
25. 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
26. 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
27. 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
28. Edge-device Collaborative Computing for Multi-view Classification  
  Article
  
  Palena, Marco; Cerquitelli, Tania; Chiasserini, Carla Fabiana
  COMPUTER NETWORKS
  Elsevier
  Vol.254 pp.18 ISSN:1389-1286 DOI:10.1016/j.comnet.2024.110823
29. Hermes, a low-latency transactional storage for binary data streams from remote devices
  Article
  
  Scaffidi Militone, Gabriele; Apiletti, Daniele; Malnati, Giovanni
  DATA & KNOWLEDGE ENGINEERING
  ELSEVIER
  Vol.153 pp.14 ISSN:0169-023X DOI:10.1016/j.datak.2024.102315
30. 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
31. Efficient Neural Network-based Estimation of Interval Shapley Values
  Article
  
  Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
  IEEE
  Vol.36 pp.12 (pp.8108-8119) ISSN:1041-4347 DOI:10.1109/TKDE.2024.3420180
32. Evaluating Ambiguous Questions in Semantic Parsing
  Proceeding
  
  Papicchio, S.; Papotti, P.; Cagliero, L.
  In: 2024 IEEE 40th International Conference on Data Engineering Workshops, ICDEW 2024
  Institute of Electrical and Electronics Engineers (STATI UNITI D'AMERICA)
  40th IEEE International Conference on Data Engineering Workshops, ICDEW 2024 (Utrecht (NLD)) 13-16 May 2024
  pp.5 (pp.338-342) ISBN:9798350384031 DOI:10.1109/ICDEW61823.2024.00050
33. 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
34. 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
35. 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
36. 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
37. 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
38. DiMViDA: Diffusion-based Multi-View Data Augmentation
  Proceeding
  
  Di Giacomo, G.; Franzese, G.; Cerquitelli, T.; Chiasserini, C. F.; Michiardi, P.
  In: IEEE CAMAD 2024
  IEEE
  2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) (Athens (Greece)) Oct. 2024
  pp.6
39. 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
40. 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
41. Untangling IoT Global Connectivity: The Importance of Mobile Signaling Traffic
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  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
42. Emotion Recognition from Videos Using Multimodal Large Language Models
  Article
  
  Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
  FUTURE INTERNET
  MDPI
  Vol.16 pp.17 ISSN:1999-5903 DOI:10.3390/fi16070247
43. Toward Unbiased High-Quality Portraits through Latent-Space Evaluation
  Article
  
  Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania
  JOURNAL OF IMAGING
  MDPI
  Vol.10 pp.21 ISSN:2313-433X DOI:10.3390/jimaging10070157
44. 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)
45. 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)
46. 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
47. 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
48. 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
49. TASP: Topic-based abstractive summarization of Facebook text posts
  Article
  
  Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.225, Part B pp.13 ISSN:0957-4174 DOI:10.1016/j.eswa.2024.124567
50. 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
  ACM
  ICML 2024 Workshop on Structured Probabilistic Inference & Generative Modeling 2nd SPIGM @ ICML (Vienna (Austria)) July 2024
  pp.10
51. DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes
  Article
  
  Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
  COMPUTER NETWORKS
  Elsevier
  Vol.249 pp.19 ISSN:1389-1286 DOI:10.1016/j.comnet.2024.110507
52. 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
53. 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
54. 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
55. PACMNET, V2, CoNEXT1, March 2024 Editorial
  Article
  
  Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
  THE PROCEEDINGS OF THE ACM ON NETWORKING
  ACM
  Vol.2 pp.1 ISSN:2834-5509 DOI:10.1145/3649469
56. X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting
  Article
  
  VIEIRA VALENTIM, Rodolfo; Drago, Idilio; Mellia, Marco; Cerutti, Federico
  ACM TRANSACTIONS ON PRIVACY AND SECURITY
  ACM
  Vol.27 pp.27 (pp.1-27) ISSN:2471-2566 DOI:10.1145/3663569
57. Social and economic variables explain COVID-19 diffusion in European regions
  Article
  
  Cancedda, Christian; Cappellato, Alessio; Maninchedda, Luigi; Meacci, Leonardo; Peracchi, Sofia; Salerni, Claudia; Baralis, Elena; Giobergia, Flavio; Ceri, Stefano
  SCIENTIFIC REPORTS
  Springer Nature
  Vol.14 pp.13 ISSN:2045-2322 DOI:10.1038/s41598-024-58218-0
58. 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
59. LogPrécis: Unleashing language models for automated malicious log analysis
  Article
  
  Boffa, Matteo; Drago, Idilio; Mellia, Marco; Vassio, Luca; Giordano, Danilo; Valentim, Rodolfo; Houidi, Zied Ben
  COMPUTERS & SECURITY
  Elsevier
  Vol.141 pp.15 ISSN:0167-4048 DOI:10.1016/j.cose.2024.103805
60. Boosting court judgment prediction and explanation using legal entities
  Article
  
  Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
  ARTIFICIAL INTELLIGENCE AND LAW
  Springer Nature
  pp.36 (pp.1-36) ISSN:0924-8463 DOI:10.1007/s10506-024-09397-8
61. 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
62. 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
63. 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
64. Political context of the European vaccine debate on Twitter
  Article
  
  Paoletti, Giordano; Dall’Amico, Lorenzo; Kalimeri, Kyriaki; Lenti, Jacopo; Mejova, Yelena; Paolotti, Daniela; Starnini, Michele; Tizzani, Michele
  SCIENTIFIC REPORTS
  Springer Nature
  Vol.14 pp.11 ISSN:2045-2322 DOI:10.1038/s41598-024-54863-7
65. Towards Comprehensive Subgroup Performance Analysis in Speech Models
  Article
  
  Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele
  IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING
  IEEE/ACM
  Vol.32 pp.13 (pp.1468-1480) ISSN:2329-9290 DOI:10.1109/taslp.2024.3363447
66. 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
67. 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
68. AI models for automated segmentation of engineered polycystic kidney tubules
  Article
  
  Monaco, Simone; Bussola, Nicole; Buttò, Sara; Sona, Diego; Giobergia, Flavio; Jurman, Giuseppe; Xinaris, Christodoulos; Apiletti, Daniele
  SCIENTIFIC REPORTS
  Springer Nature
  Vol.14 pp.16 ISSN:2045-2322 DOI:10.1038/s41598-024-52677-1
69. 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
70. 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
71. Cross-network Embeddings Transfer for Traffic Analysis
  Article
  
  Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.21 pp.14 (pp.2686-2699) ISSN:1932-4537 DOI:10.1109/TNSM.2023.3329442
72. Abstractive video lecture summarization: applications and future prospects
  Article
  
  Benedetto, Irene; LA QUATRA, Moreno; Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
  EDUCATION AND INFORMATION TECHNOLOGIES
  Springer
  Vol.29 pp.21 (pp.2951-2971) ISSN:1573-7608 DOI:10.1007/s10639-023-11855-w
73. Explaining deep convolutional models by measuring the influence of interpretable features in image classification
  Article
  
  Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
  DATA MINING AND KNOWLEDGE DISCOVERY
  Springer
  Vol.38 pp.58 (pp.3169-3226) ISSN:1573-756X DOI:10.1007/s10618-023-00915-x
2023
1. 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
2. PACMNET, V1, CoNEXT3, December 2023 Editorial
  Article
  
  Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
  THE PROCEEDINGS OF THE ACM ON NETWORKING
  ACM
  Vol.1 pp.2 (pp.1-2) ISSN:2834-5509 DOI:10.1145/3629130
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories
  Article
  
  Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
  ALGORITHMS
  MDPI
  Vol.16 pp.26 ISSN:1999-4893 DOI:10.3390/a16100464
10. 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
11. Diversità è cambiamento. Bilancio di genere 2023 - Politecnico di Torino
  Book
  
  Cerquitelli, Tania; Colombelli, Alessandra; De Giorgi, Claudia; Falzea, Luca; Montorsi, Arianna; Temporin, Greta
  Politecnico di Torino
  pp.170 ISBN:9791281583009
12. 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
13. 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
14. 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
15. 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
16. Reading(&)Machine. Un modello prototipale per la promozione della lettura in biblioteca
  Article
  
  Cognigni, Cecilia; De Lorenzis, Federico; Lamberti, Fabrizio; Mellia, Marco; Vallero, Greta; Vassio, Luca; Visconti, Alessandro; Vivarelli, Maurizio
  BIBLIOTECHE OGGI TRENDS
  Editrice Bibliografica
  Vol.9 pp.11 (pp.46-56) ISSN:2421-3810 DOI:10.3302/2421-3810-202301-046-1
17. 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
18. 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
19. 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
20. 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
21. 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
22. 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
23. 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
24. 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
25. PACMNET V1, CoNEXT2, September 2023 Editorial
  Article
  
  Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
  THE PROCEEDINGS OF THE ACM ON NETWORKING
  ACM
  Vol.1 pp.1 ISSN:2834-5509 DOI:10.1145/3609420
26. 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
27. 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
28. 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
29. PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
  Proceeding
  
  Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco
  In: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)
  ACL Association for Computational Linguistics
  SemEval-2023 (Workshop of ACL) (Toronto (CAN)) July 9–14, 2023
  pp.11 (pp.1401-1411) DOI:10.18653/v1/2023.semeval-1.194
30. 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
31. 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
32. 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
33. On the Robustness of Topics API to a Re-Identification Attack
  Proceeding
  
  Jha, N.; Trevisan, M.; Leonardi, E.; Mellia, M.
  In: Proceedings on Privacy Enhancing Technologies
  Privacy Enhancing Technologies Symposium
  23rd Privacy Enhancing Technologies Symposium (PETS 2023) (Lausanne (CH)) July 10–15, 2023
  Vol.2023(4) pp.13 (pp.66-78) DOI:10.56553/popets-2023-0098
34. Modeling communication asymmetry and content personalization in online social networks
  Article
  
  Galante, Franco; Vassio, Luca; Garetto, Michele; Leonardi, Emilio
  ONLINE SOCIAL NETWORKS AND MEDIA
  Elsevier
  Vol.37-38 pp.20 (pp.1-20) ISSN:2468-6964 DOI:10.1016/j.osnem.2023.100269
35. 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
36. 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
37. Machine learning empowered computer networks
  Article
  
  Cerquitelli, Tania; Meo, Michela; Curado, Marilia; Skorin-Kapov, Lea; Tsiropoulou, Eirini-Eleni
  COMPUTER NETWORKS
  Elsevier
  Vol.230 pp.5 ISSN:1389-1286 DOI:10.1016/j.comnet.2023.109807
38. 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
39. I Refuse if You Let Me: Studying User Behavior with Privacy Banners at Scale
  Proceeding
  
  Jha, Nikhil; Trevisan, Martino; Mellia, Marco; Irarrazaval, Rodrigo; Fernandez, Daniel
  In: Network Traffic Measurement and Analysis conference
  IEEE
  2023 7th Network Traffic Measurement and Analysis Conference (TMA) (Naples (Italy)) 26-29 June 2023
  pp.9 (pp.1-9) ISBN:9783903176584 DOI:10.23919/TMA58422.2023.10198936
40. 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
41. i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis
  Article
  
  Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Ben Houidi, Zied; Rossi, Dario
  ACM TRANSACTIONS ON INTERNET TECHNOLOGY
  ACM Association for computer machinery
  Vol.23 pp.28 (pp.1-28) ISSN:1533-5399 DOI:10.1145/3595378
42. CaBuAr: California burned areas dataset for delineation [Software and Data Sets]
  Article
  
  Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo
  IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE
  IEEE
  Vol.11 pp.8 (pp.106-113) ISSN:2168-6831 DOI:10.1109/MGRS.2023.3292467
43. ITALIC: An Italian Intent Classification Dataset
  Proceeding
  
  Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena
  In: Proc. INTERSPEECH 2023
  ISCA
  INTERSPEECH 2023 (Dublin (Ireland)) 20 August - 24 August 2023
  pp.5 (pp.2153-2157) DOI:10.21437/Interspeech.2023-1980
44. 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
45. PACMNET V1, N1, June 2023 Editorial
  Article
  
  Mellia, Marco; Steenkiste, Peter; Qiu, Lili; Bonaventure, Olivier
  THE PROCEEDINGS OF THE ACM ON NETWORKING
  Association for Computing Machinery
  Vol.1 pp.1 ISSN:2834-5509 DOI:10.1145/3595287
46. Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?
  Article
  
  Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo
  ACM TRANSACTIONS ON INTERNET TECHNOLOGY
  ACM
  Vol.23 pp.22 (pp.1-22) ISSN:1533-5399 DOI:10.1145/3570726
47. Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition
  Article
  
  Cagliero, L; Fior, J; Garza, P
  EXPERT SYSTEMS WITH APPLICATIONS
  PERGAMON-ELSEVIER SCIENCE
  Vol.216 pp.15 ISSN:0957-4174 DOI:10.1016/j.eswa.2022.119493
48. Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources
  Proceeding
  
  Speciale, A.; Vallero, G.; Vassio, L.; Mellia, M.
  CEUR WORKSHOP PROCEEDINGS
  In: 7th International workshop on Data Analytics solutions for Real-LIfe APplications
  Schloss Dagstuhl-Leibniz-Zentrum für Informatik
  7th International workshop on Data Analytics solutions for Real-LIfe APplications (Ioannina, Greece)) March 28-March 31, 2023
  Vol.3379 pp.9 ISSN:1613-0073
49. Enlightening the Darknets: Augmenting Darknet Visibility with Active Probes
  Article
  
  Soro, Francesca; Favale, Thomas; Giordano, Danilo; Drago, Idilio; Rescio, Tommaso; Mellia, Marco; Houidi, Zied Ben; Rossi, Dario
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.20 pp.14 (pp.5012-5025) ISSN:1932-4537 DOI:10.1109/TNSM.2023.3267671
50. 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
51. Designing Logic Tensor Networks for Visual Sudoku puzzle classification
  Proceeding
  
  Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; Delrio, Federico; DI GIACOMO, Giuseppe; Eiraudo, Simone; Ghione, Giorgia; Giudice, Rocco; Koudounas, Alkis; Piano, Luca; REGE CAMBRIN, Daniele; Risso, Matteo; Rondina, Marco; Russo, ALESSANDRO SEBASTIAN; Russo, Marco; Taioli, Francesco; Vaiani, Lorenzo; Vercellino, Chiara
  CEUR WORKSHOP PROCEEDINGS
  In: 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023)
  CEUR
  17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023) (Certosa di Pontignano, Siena (Italia)) July 3-5, 2023
  Vol.3432 pp.10 (pp.223-232) ISSN:1613-0073
52. Training physics-informed neural networks: One learning to rule them all?
  Article
  
  Monaco, Simone; Apiletti, Daniele
  RESULTS IN ENGINEERING
  Elsevier
  Vol.18 pp.9 ISSN:2590-1230 DOI:10.1016/j.rineng.2023.101023
53. 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
54. 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
55. ferret: a Framework for Benchmarking Explainers on Transformers
  Proceeding
  
  Attanasio, Giuseppe; Pastor, Eliana; Di Bonaventura, Chiara; Nozza, Debora
  In: Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations
  Association for Computational Linguistics
  European Chapter of the Association for Computational Linguistics (Dubrovnik, Croatia) 2-6 May, 2023
  pp.11 (pp.256-266)
56. 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance
  Proceeding
  
  Cavallo, Andrea; Grohnfeldt, Claas; Russo, Michele; Lovisotto, Giulio; Vassio, Luca
  In: 3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023
  Arxiv
  3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023 (Washington DC, USa)
  pp.6
57. Early portfolio pruning: a scalable approach to hybrid portfolio selection
  Article
  
  Gioia, Daniele G.; Fior, Jacopo; Cagliero, Luca
  KNOWLEDGE AND INFORMATION SYSTEMS
  Springer
  pp.24 ISSN:0219-1377 DOI:10.1007/s10115-023-01832-7
58. BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization
  Article
  
  LA QUATRA, Moreno; Cagliero, Luca
  FUTURE INTERNET
  MDPI
  Vol.15 pp.13 (pp.1-13) ISSN:1999-5903 DOI:10.3390/fi15010015
59. Density-based Clustering by Means of Bridge Point Identification
  Article
  
  Colomba, Luca; Cagliero, Luca; Garza, Paolo
  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
  IEEE Press
  Vol.35 pp.14 (pp.11274-11287) ISSN:1041-4347 DOI:10.1109/TKDE.2022.3232315
60. Practical anonymization for data streams: z-anonymity and relation with k-anonymity
  Article
  
  Jha, Nikhil; Vassio, Luca; Trevisan, Martino; Leonardi, Emilio; Mellia, Marco
  PERFORMANCE EVALUATION
  Elsevier
  Vol.159 pp.17 ISSN:0166-5316 DOI:10.1016/j.peva.2022.102329
61. Learning industrial vehicles’ duty patterns: A real case
  Article
  
  Buccafusco, Silvia; Cagliero, Luca; Megaro, Andrea; Vaccarino, Francesco; Loti, Riccardo; Salvatori, Lucia
  COMPUTERS IN INDUSTRY
  Elsevier
  Vol.145 pp.15 (pp.1-15) ISSN:0166-3615 DOI:10.1016/j.compind.2022.103826
62. Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems
  Article
  
  Ciociola, Alessandro; Giordano, Danilo; Vassio, Luca; Mellia, Marco
  INFORMATION SCIENCES
  Elsevier
  Vol.621 pp.17 (pp.545-561) ISSN:0020-0255 DOI:10.1016/j.ins.2022.11.116
63. URLGEN – Towards Automatic URL Generation Using GANs
  Article
  
  Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Mellia, Marco
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.20 pp.13 (pp.3734-3746) ISSN:1932-4537 DOI:10.1109/TNSM.2022.3225311
64. 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
65. 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. 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
2. 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
3. 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
4. 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
5. 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
6. 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
7. La costruzione di un progetto di conoscenza storica in ambiente digitale. L’Atlante dei palazzi comunali e dei luoghi del potere collettivo nel Medioevo
  Article
  
  Longhi, Andrea; Carannante, Arianna; Chiusano, Silvia; Fiori, Alessandro
  ATTI E RASSEGNA TECNICA
  Società degli Ingegneri e degli Architetti in Torino
  Vol.LXXVI pp.8 (pp.158-165) ISSN:0004-7287
8. MNEMONIC: atlante digitale della memoria del presente. Il patrimonio culturale e naturale nell’Italia in lockdown
  Book chapter
  
  Tamborrino, Rosa Rita Maria; BONINI BARALDI, Sara; Chiusano, SILVIA ANNA; Cuneo, Cristina; Longhi, Andrea; Rinaldi, BIANCA MARIA; Salizzoni, EMMA PAOLA GERMANA; Dinler, Mesut; Mezzalama, GIULIA MARIA; Aliakbari, Farzaneh; Urgese, Gianvito; Aliberti, Alessandro
  Il valore del patrimonio. Studi per Giulio Mondini
  All’Insegna del Giglio s.a.s (ITALIA)
  Vol.Il valore del patrimonio. Studi per Giulio Mondini pp.10 (pp.203-212) ISBN:9788892851573 DOI:10.36153/heredium03-022
9. Semantic Image Collection Summarization with Frequent Subgraph Mining
  Article
  
  Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA
  IEEE ACCESS
  IEEE
  Vol.10 pp.18 (pp.131747-131764) ISSN:2169-3536 DOI:10.1109/ACCESS.2022.3229654
10. 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
11. Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings
  Edited by
  
  Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert
  LECTURE NOTES IN COMPUTER SCIENCE
  Springer
  Vol.13389 pp.408 ISSN:0302-9743 ISBN:9783031157394 DOI:10.1007/978-3-031-15740-0
12. New Trends in Database and Information Systems - ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022, Proceedings
  Edited by
  
  Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert; Norvaag, Kjetil; Catania, Barbara; Vargas-Solar, Genoveva; Zumpano, Ester
  COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
  Springer
  Vol.1652 pp.668 ISSN:1865-0937 ISBN:9783031157424 DOI:10.1007/978-3-031-15743-1
13. Diversity and Inclusion Activities in Database Conferences: A 2021 Report
  Article
  
  Amer-Yahia, Sihem; Amsterdamer, Yael; Bhowmick, Sourav S.; Bonifati, Angela; Bonnet, Philippe; Borovica-Gajic, Renata; Catania, Barbara; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Chrysanthis, Panos K.; Curino, Carlo; Darmont, J('(e))r(^(o))me; El Abbadi, Amr; Floratou, Avrilia; Freire, Juliana; Jindal, Alekh; Kalogeraki, Vana; Koutrika, Georgia; Kumar, Arun; Maiyya, Sujaya; Meliou, Alexra; Mohanty, Madhulika; Naumann, Felix; Sina Noack, Nele; Ozcan, Fatma; Peterfreund, Liat; Rahayu, Wenny; Tan, Wang-Chiew; Tian, Yuanyuan; Tozun, Pinar; Vargas-Solar, Genoveva; Yadwadkar, Neeraja J.; Zhang, Meihui
  SIGMOD RECORD
  ACM
  Vol.51 pp.5 (pp.69-73) ISSN:1943-5835 DOI:10.1145/3552490.3552510
14. A first look at starlink performance
  Proceeding
  
  Michel, François; Trevisan, Martino; Giordano, Danilo; Bonaventure, Olivier
  In: IMC '22: Proceedings of the 22nd ACM Internet Measurement Conference
  ACM
  Internet Measurement Conference (IMC) (Nizza (FRA)) 25-27 Ottobre 2022
  pp.7 (pp.130-136) ISBN:9781450392594 DOI:10.1145/3517745.3561416
15. When satellite is all you have: watching the internet from 550 ms
  Proceeding
  
  Perdices, Daniel; Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Mellia, Marco
  In: IMC '22: Proceedings of the 22nd ACM Internet Measurement Conference
  ACM
  Internet Measurement Conference (IMC) (Nice (FRA)) OCT 25-27, 2022
  pp.14 (pp.137-150) ISBN:9781450392594 DOI:10.1145/3517745.3561432
16. iDREAM: a multidisciplinary methodology and integrated toolset for flight vehicle engineering
  Proceeding
  
  Fusaro, Roberta; Viola, Nicole; Narducci, Giuseppe; Governale, Giuseppe; Rimani, Jasmine; Ferretto, Davide; Chiusano, Silvia; Fiori, Alessandro; Cohen, Orr; Dupuy, Eva-Marie
  In: Proceedings of the International Astronautical Congress
  International Astronautical Federation
  The 73rd International Astronautical Congress (Parigi) Settembre 2022
  pp.15
17. Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies
  Proceeding
  
  Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
  In: IEEE International Conference Application of Information and Communication Technologies
  IEEE
  IEEE International Conference Application of Information and Communication Technologies (Washington DC (USA)) 12-14 October 2022
  pp.6 DOI:10.1109/AICT55583.2022.10013574
18. RECLAIM: Reverse Engineering Classification Metrics
  Proceeding
  
  Giobergia, Flavio; Baralis, Elena
  In: 2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
  IEEE
  IEEE International Conference on AI and Knowledge Engineering (19-21 September 2022) Laguna Hills, CA (USA)
  pp.8 (pp.106-113) DOI:10.1109/AIKE55402.2022.00024
19. On network backbone extraction for modeling online collective behavior
  Article
  
  Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Silva, Ana P. C.; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; Almeida, Jussara M.
  PLOS ONE
  PLOS
  Vol.17 pp.36 ISSN:1932-6203 DOI:10.1371/journal.pone.0274218
20. A risk-aware approach to stock portfolio allocation based on Deep Q-Networks
  Proceeding
  
  Fior, Jacopo; Cagliero, Luca
  In: 2022 IEEE 16th International Conference on Application of Information and Communication Technologies (AICT)
  IEEE
  International Conference on Application of Information and Communication Technologies (AICT) (Washington DC (USA)) 12-14 October 2022
  pp.5 ISBN:9781665451628 DOI:10.1109/AICT55583.2022.10013578
21. Generating Comparative Explanations of Financial Time Series
  Proceeding
  
  Fior, Jacopo; Cagliero, Luca; Calo', Tommaso
  LECTURE NOTES IN ARTIFICIAL INTELLIGENCE
  In: Advances in Databases and Information System
  Springer
  ADBIS: European Conference on Advances in Databases and Information Systems (Turin (Italy)) September 5–8, 2022
  Vol.13389 pp.12 (pp.121-132) ISBN:9783031157394 DOI:10.1007/978-3-031-15740-0_10
22. Leveraging Explainable AI to Support Cryptocurrency Investors
  Article
  
  Fior, Jacopo; Cagliero, Luca; Garza, Paolo
  FUTURE INTERNET
  MDPI
  Vol.14 pp.19 ISSN:1999-5903 DOI:10.3390/fi14090251
23. Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model
  Article
  
  Fior, J; Cagliero, L
  IEEE ACCESS
  IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
  Vol.10 pp.14 (pp.73005-73018) ISSN:2169-3536 DOI:10.1109/ACCESS.2022.3190399
24. Automatic Inference of Taxonomy Relationships Among Legal Documents
  Proceeding
  
  Benedetto, Irene; Cagliero, Luca; Tarasconi, Francesco
  COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
  In: New Trends in Database and Information Systems
  Springer (SVIZZERA)
  ADBIS 2022 26th European Conference on Advances in Databases and Information Systems (Torino (IT)) SEPTEMBER 5-8 2022
  Vol.1652 pp.10 (pp.24-33) ISSN:1865-0929 ISBN:9783031157424 DOI:10.1007/978-3-031-15743-1_3
25. Theory-Guided Deep Learning Algorithms: An Experimental Evaluation
  Article
  
  Monaco, Simone; Apiletti, Daniele; Malnati, Giovanni
  ELECTRONICS
  MDPI
  Vol.11 pp.11 ISSN:2079-9292 DOI:10.3390/electronics11182850
26. How Much Attention Should we Pay to Mosquitoes?
  Proceeding
  
  Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA
  In: MM '22: Proceedings of the 30th ACM International Conference on Multimedia
  Association for Computing Machinery (STATI UNITI D'AMERICA)
  Computational Paralinguistics ChallengE 2022 (ComParE 2022) (Lisbon (PT)) October 10-14, 2022
  pp.5 (pp.7135-7139) ISBN:9781450392037 DOI:10.1145/3503161.3551594
27. Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers’ Genders
  Proceeding
  
  Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA
  In: MuSe' 22: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge
  Association for Computing Machinery (STATI UNITI D'AMERICA)
  Multimodal Sentiment Analysis Challenge (MuSe 2022) (Lisbon (PT)) October 10 2022
  pp.6 (pp.89-94) DOI:10.1145/3551876.3554801
28. ViPER: Video-based Perceiver for Emotion Recognition
  Proceeding
  
  Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo
  In: Proceedings of the 3rd on Multimodal Sentiment Analysis Challenge (MuSe 2022)
  Association for Computing Machinery (STATI UNITI D'AMERICA)
  Multimodal Sentiment Analysis Challenge (MuSe 2022) (Lisbon (PT)) October 10-15, 2022
  pp.7 (pp.67-73) DOI:10.1145/3551876.3554806
29. Mining SpatioTemporally Invariant Patterns
  Proceeding
  
  Colomba, Luca; Cagliero, Luca; Garza, Paolo
  In: SIGSPATIAL '22: Proceedings of the 30th International Conference on Advances in Geographic Information Systems
  ACM
  International Conference on Advances in Geographic Information Systems (SIGSPATIAL) 2022 (Seattle, Washington (USA)) 01/11/2022 - 04/11/2022
  pp.4 ISBN:9781450395298 DOI:10.1145/3557915.3560998
30. A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery
  Proceeding
  
  Colomba, Luca; Farasin, Alessandro; Monaco, Simone; Greco, Salvatore; Garza, Paolo; Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania
  In: Titolo volume non avvalorato
  ACM Press
  International Conference on Information and Knowledge Management (CIKM) 2022 (Atlanta (Georgia, USA)) 17/10/2022 - 21/10/2022
  pp.5 (pp.3893-3897) ISBN:9781450392365 DOI:10.1145/3511808.3557528
31. 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
32. Experimental Comparison of Theory-Guided Deep Learning Algorithms
  Proceeding
  
  Monaco, Simone; Apiletti, Daniele
  COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
  In: ADBIS 2022: New Trends in Database and Information Systems
  Springer
  European Conference on Advances in Databases and Information Systems (ADBIS 2022) (Torino) September 5-8 2022
  Vol.1652 pp.10 (pp.256-265) ISSN:1865-0929 ISBN:9783031157424 DOI:10.1007/978-3-031-15743-1_24
33. Microlauncher design, cost estimation and technology roadmaps
  Proceeding
  
  Narducci, Giuseppe; Governale, Giuseppe; Viola, Nicole; Rimani, Jasmine; Fusaro, Roberta; Ferretto, Davide; Chiusano, SILVIA ANNA; Fiori, Alessandro; Cohen, Orr; Dupuy, Eva-Marie
  In: Titolo volume non avvalorato
  European Space Agency
  The 2nd International Conference on Flight Vehicles, Aerothermodynamics and Re-entry Missions Engineering
34. Human lunar lander system design, cost estimation and technology roadmaps
  Proceeding
  
  Chirulli, Donato; Narducci, Giuseppe; Governale, Giuseppe; Viola, Nicole; Rimani, Jasmine; Fusaro, Roberta; Ferretto, Davide; Chiusano, SILVIA ANNA; Fiori, Alessandro; Cohen, Orr; Dupuy, Eva-Marie
  In: Titolo volume non avvalorato
  European Space Agency
  The 2nd International Conference on Flight Vehicles, Aerothermodynamics and Re-entry Missions Engineering (Heilbroon)
35. The Internet with Privacy Policies: Measuring The Web Upon Consent
  Article
  
  Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco
  ACM TRANSACTIONS ON THE WEB
  ACM
  Vol.16 pp.24 ISSN:1559-1131 DOI:10.1145/3555352
36. Mining and modelling temporal dynamics of followers' engagement on online social networks
  Article
  
  Vassio, Luca; Garetto, Michele; Leonardi, Emilio; Chiasserini, Carla Fabiana
  SOCIAL NETWORK ANALYSIS AND MINING
  SPRINGER
  Vol.12 pp.17 ISSN:1869-5450 DOI:10.1007/s13278-022-00928-2
37. Summarising Multilingual Documents: The Unexpressed Potential of Deep Natural Language Processing
  Book chapter
  
  Cagliero, Luca
  Contracting and Contract Law in the Age of Artificial Intelligence
  Hart Publishing - Bloomsbury (REGNO UNITO DI GRAN BRETAGNA)
  pp.18 (pp.181-198) ISBN:9781509950683
38. AI-based Sound-Squatting Attack Made Possible
  Proceeding
  
  Vieira Valentim, Rodolfo; Drago, Idilio; Cerutti, Federico; Mellia, Marco
  In: Titolo volume non avvalorato
  IEEE
  2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Genoa, Italy) 06-10 June 2022
  pp.6 (pp.448-453) ISBN:9781665495608 DOI:10.1109/EuroSPW55150.2022.00053
39. Real-Time Classification of Real-Time Communications
  Article
  
  Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.19 pp.15 (pp.4676-4690) ISSN:1932-4537 DOI:10.1109/TNSM.2022.3189628
40. Transformer-based highlights extraction from scientific papers
  Article
  
  LA QUATRA, Moreno; Cagliero, Luca
  KNOWLEDGE-BASED SYSTEMS
  Elsevier
  Vol.252 pp.9 ISSN:1872-7409 DOI:10.1016/j.knosys.2022.109382
41. What Scanners do at L7? Exploring Horizontal Honeypots for Security Monitoring
  Proceeding
  
  Favale, Thomas; Giordano, Danilo; Drago, Idilio; Mellia, Marco
  In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
  IEEE
  2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Genoa, Italy) 06-10 June 2022
  pp.7 (pp.307-313) ISBN:9781665495608 DOI:10.1109/EuroSPW55150.2022.00037
42. Message from the organizers of WAIN
  Article
  
  Vassio, L.; Giordano, D.; Kim, J.; Crowcroft, J.
  PERFORMANCE EVALUATION REVIEW
  Association for Computing Machinery
  Vol.49 pp.1 ISSN:0163-5999 DOI:10.1145/3543146.3543167
43. Towards NLP-based Processing of Honeypot Logs
  Proceeding
  
  Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied
  In: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)
  IEEE
  2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) (Genoa, Italy) 06-10 June 2022
  pp.8 (pp.314-321) ISBN:9781665495608 DOI:10.1109/EuroSPW55150.2022.00038
44. A PIMS Development Kit for New Personal Data Platforms
  Article
  
  Jha, Nikhil; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Traverso, Stefano; Garcia-Recuero, Alvaro; Laoutaris, Nikolaos; Mehrjoo, Amir; Azcoitia, Santiago Andres; Rumin, Ruben Cuevas; Katevas, Kleomenis; Papadopoulos, Panagiotis; Kourtellis, Nicolas; Gonzalez, Roberto; Olivares, Xavi; Kalatzantonakis-Jullien, George-Marios
  IEEE INTERNET COMPUTING
  IEEE
  Vol.26 pp.6 (pp.79-84) ISSN:1089-7801 DOI:10.1109/MIC.2022.3157356
45. Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach
  Article
  
  Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo
  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
  IEEE
  Vol.23 pp.12 (pp.21216-21227) ISSN:1524-9050 DOI:10.1109/TITS.2022.3182569
46. Leveraging the momentum effect in machine learning-based cryptocurrency trading
  Article
  
  Bellocca, Gian Pietro; Attanasio, Giuseppe; Cagliero, Luca; Fior, Jacopo
  MACHINE LEARNING WITH APPLICATIONS
  Elsevier
  Vol.8 pp.7 ISSN:2666-8270 DOI:10.1016/j.mlwa.2022.100310
47. L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive : le projet EMIMIC
  Proceeding
  
  Raus, Rachele; Tonti, Michela; Cerquitelli, Tania; Cagliero, Luca; Attanasio, Giuseppe; La Quatra, Moreno; Greco, Salvatore
  SHS WEB OF CONFERENCES
  In: Titolo volume non avvalorato
  EDP Sciences
  8e Congrès Mondial de Linguistique Française
  Vol.138 ISSN:2261-2424 DOI:10.1051/shsconf/202213801007
48. Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection
  Proceeding
  
  Attanasio, Giuseppe; Nozza, Debora; Pastor, Eliana; Hovy, Dirk
  In: Proceedings of NLP Power! The First Workshop on Efficient Benchmarking in NLP
  Association for Computational Linguistics
  Association for Computational Linguistics
  pp.13 (pp.100-112) DOI:10.18653/v1/2022.nlppower-1.11
49. Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
  Proceeding
  
  Attanasio, Giuseppe; Nozza, Debora; Hovy, Dirk; Baralis, Elena
  In: Findings of the Association for Computational Linguistics: ACL 2022
  Association for Computational Linguistics
  Association for Computational Linguistics
  pp.15 (pp.1105-1119) DOI:10.18653/v1/2022.findings-acl.88
50. Cinematographic Shot Classification with Deep Ensemble Learning
  Article
  
  Vacchetti, B.; Cerquitelli, T.
  ELECTRONICS
  MDPI
  Vol.11 pp.18 ISSN:2079-9292 DOI:10.3390/electronics11101570
51. Understanding mobility in networks
  Article
  
  Barros, Matheus F. C.; Ferreira, Carlos H. G.; Junior, Lourenco A. P.; Mellia, Marco; Almeida, Jussara M.; dos Santos, Bruno Pereira
  PERFORMANCE EVALUATION REVIEW
  ACM
  Vol.49 pp.7 (pp.124-130) ISSN:0163-5999 DOI:10.1145/3543146.3543173
52. Simplifying Text Mining Activities: Scalable and Self-Tuning Methodology for Topic Detection and Characterization
  Article
  
  DI CORSO, Evelina; Proto, Stefano; Vacchetti, Bartolomeo; Bethaz, Paolo; Cerquitelli, Tania
  APPLIED SCIENCES
  MDPI
  Vol.12 pp.41 ISSN:2076-3417 DOI:10.3390/app12105125
53. Leveraging multimodal content for podcast summarization
  Proceeding
  
  Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo
  In: Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing
  Association for Computing Machinery (STATI UNITI D'AMERICA)
  ACM/SIGAPP Symposium on Applied Computing (Virtual, Online) April 25th 2022 - April 29th 2022
  pp.8 (pp.863-870) DOI:10.1145/3477314.3507106
54. Trusting deep learning natural-language models via local and global explanations
  Article
  
  Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
  KNOWLEDGE AND INFORMATION SYSTEMS
  Springer
  Vol.64 pp.45 (pp.1863-1907) ISSN:0219-1377 DOI:10.1007/s10115-022-01690-9
55. Exploring waste-collection fleet data: challenges in a real-world use case from multiple data providers
  Proceeding
  
  Monaco, Simone; Bethaz, Paolo; Apiletti, Daniele; Baldini, Fabrizio Pio; Caso, Carlo; Cerquitelli, Tania
  In: Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference
  EDBT/ICDT
  EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications (Edinburgh) March 29 - April 1, 2022
  pp.7
56. Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology
  Proceeding
  
  Bethaz, Paolo; Vacchetti, Bartolomeo; Capitelli, Enrica; Nosenzo, Vladi; Chiosso, Luca; Cerquitelli, Tania
  In: Proceedings of the Workshops of the {EDBT/ICDT} 2022 Joint Conference
  EDBT/ICDT
  EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications (Edinburgh, UK) 29th March-1st April, 2022
57. Interpreting AI for Networking: Where We Are and Where We Are Going
  Article
  
  Zhang, Tianzhu; Qiu, Han; Mellia, Marco; Li, Yuanjie; Li, Hewu; Xu, Ke
  IEEE COMMUNICATIONS MAGAZINE
  IEEE
  Vol.60 pp.7 (pp.25-31) ISSN:0163-6804 DOI:10.1109/MCOM.001.2100736
58. A first look at HTTP/3 adoption and performance
  Article
  
  Perna, Gianluca; Trevisan, Martino; Giordano, Danilo; Drago, Idilio
  COMPUTER COMMUNICATIONS
  Elsevier
  Vol.187 pp.10 (pp.115-124) ISSN:0140-3664 DOI:10.1016/j.comcom.2022.02.005
59. A Low-Cost Monitoring Platform and Visual Interface to Analyse Thermal Comfort in Smart Building Applications Using a Citizen–Scientist Strategy
  Article
  
  Chiesa, G.; Avignone, A.; Carluccio, T.
  ENERGIES
  MDPI
  Vol.15 pp.30 ISSN:1996-1073 DOI:10.3390/en15020564
60. Retina: An open-source tool for flexible analysis of RTC traffic
  Article
  
  Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio
  COMPUTER NETWORKS
  Elsevier
  Vol.202 pp.5 ISSN:1389-1286 DOI:10.1016/j.comnet.2021.108637
61. Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
  Article
  
  Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
  COMPUTERS IN INDUSTRY
  Elsevier
  Vol.134 pp.18 ISSN:0166-3615 DOI:10.1016/j.compind.2021.103554
62. Measuring Roaming in Europe: Infrastructure and Implications on Users QoE
  Article
  
  Lutu, Andra; Trevisan, Martino; Safari Khatouni, Ali; Mandalari, Anna Maria; Custura, Ana; Mellia, Marco; Alay, Ozgu; Bagnulo, Marcelo; Bajpai, Vaibhav; Brunstrom, Anna; Ott, Jorg; Fairhurst, Godred
  IEEE TRANSACTIONS ON MOBILE COMPUTING
  IEEE
  Vol.21 pp.13 (pp.3687-3699) ISSN:1536-1233 DOI:10.1109/TMC.2021.3058787
2021
1. Identifying Biased Subgroups in Ranking and Classification
  Other
  
  Pastor, Eliana; de Alfaro, Luca; Baralis, ELENA MARIA
  DOI:10.48550/arxiv.2108.07450
2. 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
3. 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
4. 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
5. 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
6. 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
7. DarkVec: automatic analysis of darknet traffic with word embeddings
  Proceeding
  
  Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario
  In: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies
  Association for Computing Machinery (STATI UNITI D'AMERICA)
  CoNEXT '21: 17th International Conference on emerging Networking EXperiments and Technologies (Virtual Event Germany) December 7 - 10, 2021
  pp.14 (pp.76-89) ISBN:9781450390989 DOI:10.1145/3485983.3494863
8. Augmenting phishing squatting detection with GANs
  Proceeding
  
  Valentim, Rodolfo; Drago, Idilio; Trevisan, Martino; Cerutti, Federico; Mellia, Marco
  In: CoNEXT-SW'21: Proceedings of the CoNEXT Student Workshop
  ACM (STATI UNITI D'AMERICA)
  ACM CoNEXT 2021 - International Conference on emerging Networking EXperiments and Technologies (Virtual Event Germany) 7 December 2021
  pp.2 (pp.3-4) ISBN:9781450391337 DOI:10.1145/3488658.3493787
9. Pattern-based algorithms for Explainable AI
  Doctoral thesis
  
  Pastor, Eliana
  Politecnico di Torino
  pp.167 (pp.1-167)
10. Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science
  Article
  
  Chiusano, S.; Cerquitelli, T.; Wrembel, R.; Quercia, D.
  INFORMATION SYSTEMS FRONTIERS
  Springer
  Vol.23 pp.7 (pp.1-7) ISSN:1387-3326 DOI:10.1007/s10796-020-10091-8
11. Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction
  Article
  
  Monaco, Simone; Greco, Salvatore; Farasin, Alessandro; Colomba, Luca; Apiletti, Daniele; Garza, Paolo; Cerquitelli, Tania; Baralis, Elena
  APPLIED SCIENCES
  MDPI
  Vol.11 pp.22 ISSN:2076-3417 DOI:10.3390/app112211060
12. 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
13. Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach
  Proceeding
  
  Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, Danilo; Mellia, Marco
  In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC)
  IEEE
  2021 IEEE International Intelligent Transportation Systems Conference (ITSC)
  pp.6 (pp.3170-3175) ISBN:9781728191423 DOI:10.1109/ITSC48978.2021.9564809
14. Overview of Network and Service Management
  Book chapter
  
  Mellia, Marco; Zincir‐heywood, Nur; Diao, Yixin
  Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
  Wiley (STATI UNITI D'AMERICA)
  pp.18 (pp.1-18) ISBN:9781119675501 DOI:10.1002/9781119675525.ch1
15. Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
  Book
  
  Zincir-Heywood, N.; Mellia, M.; Diao, Y.
  Wiley (STATI UNITI D'AMERICA)
  pp.361 (pp.1-361) ISBN:9781119675501 DOI:10.1002/9781119675525
16. Overview of Artificial Intelligence and Machine Learning
  Book chapter
  
  Zincir‐heywood, Nur; Mellia, Marco; Diao, Yixin
  Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
  Wiley (STATI UNITI D'AMERICA)
  pp.14 (pp.19-32) ISBN:9781119675501 DOI:10.1002/9781119675525.ch2
17. A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow
  Article
  
  Di Domenico, Andrea; Perna, Gianluca; Trevisan, Martino; Vassio, Luca; Giordano, Danilo
  NETWORK
  MDPI
  Vol.1 pp.14 (pp.247-260) ISSN:2673-8732 DOI:10.3390/network1030015
18. Message from the organizers of WAIN
  Article
  
  Vassio, L.; Zhang, Z. -L.; Giordano, D.; Chandra, A.
  PERFORMANCE EVALUATION REVIEW
  Association for Computing Machinery
  Vol.48 pp.1 ISSN:0163-5999 DOI:10.1145/3466826.3466837
19. Big data analytics for smart cities
  Article
  
  Cerquitelli, T.; Migliorini, S.; Chiusano, S.
  ELECTRONICS
  MDPI
  Vol.10 pp.4 ISSN:2079-9292 DOI:10.3390/electronics10121439
20. Empowering Commercial Vehicles through Data-Driven Methodologies
  Article
  
  Bethaz, Paolo; Cavaglion, Sara; Cricelli, Sofia; Liore, Elena; Manfredi, Emanuele; Salio, Stefano; Regalia, Andrea; Conicella, Fabrizio; Greco, Salvatore; Cerquitelli, Tania
  ELECTRONICS
  MDPI
  Vol.10 pp.18 ISSN:2079-9292 DOI:10.3390/electronics10192381
21. From teaching books to educational videos and vice versa: a cross-media content retrieval experience
  Proceeding
  
  Canale, Lorenzo; Farinetti, Laura; Cagliero, Luca
  In: 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC)
  IEEE
  45th Annual International IEEE-Computer-Society Computers, Software, and Applications Conference (COMPSAC) 12-16 July 2021
  pp.6 (pp.115-120) ISBN:9781665424639 DOI:10.1109/COMPSAC51774.2021.00027
22. Temporal Dynamics of Posts and User Engagement of Influencers on Facebook and Instagram
  Proceeding
  
  Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio
  In: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
  ACM
  2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (Virtual Event, Netherlands) November 8–11, 2021
  pp.5 (pp.129-133) DOI:10.1145/3487351.3488340
23. DRIFT LENS: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions
  Proceeding
  
  Greco, Salvatore; Cerquitelli, Tania
  In: 2021 International Conference on Data Mining Workshops (ICDMW)
  IEEE Society
  2021 International Conference on Data Mining Workshops (ICDMW) (Auckland, New Zealand) December 7-10, 2021
  pp.9 (pp.1-9) ISBN:9781665424271 DOI:10.1109/ICDMW53433.2021.00049
24. Inferring multilingual domain-specific word embeddings from large document corpora
  Article
  
  Cagliero, Luca; LA QUATRA, Moreno
  IEEE ACCESS
  IEEE - Institute of Electrical and Electronics Engineers
  Vol.9 pp.14 (pp.137309-137321) ISSN:2169-3536 DOI:10.1109/ACCESS.2021.3118093
25. Profiling industrial vehicle duties using CAN bus signal segmentation and clustering
  Proceeding
  
  Buccafusco, Silvia; Megaro, Andrea; Cagliero, Luca; Vaccarino, Francesco; Salvatori, Lucia; Loti, Riccardo
  In: Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference
  OpenProceedings
  Workshops of the 24th International Conference on Extending Database Technology/24th International Conference on Database Theory, EDBT-ICDT 2021 (Nicosia (Cyprus)) March 23-26, 2021
  Vol.2841 pp.6 (pp.1-6) ISBN:9783893180844
26. Measuring HTTP/3: Adoption and Performance
  Proceeding
  
  Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Khatouni, Ali Safari
  In: Proceedings of the 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet)
  IEEE (STATI UNITI D'AMERICA)
  2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet) (Online)
  pp.8 (pp.1-8) ISBN:9781665435901 DOI:10.1109/MedComNet52149.2021.9501274
27. 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
28. The New Abnormal: Network Anomalies in the AI Era
  Book chapter
  
  Soro, Francesca; Favale, Thomas; Giordano, Danilo; Vassio, Luca; Ben Houidi, Zied; Drago, Idilio
  Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
  Wiley Online Library
  pp.28 (pp.261-288) ISBN:9781119675501 DOI:10.1002/9781119675525.ch11
29. 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
30. 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
31. 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
32. 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
33. 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
34. Leveraging full-text article exploration for citation analysis
  Article
  
  La Quatra, M.; Cagliero, L.; Baralis, E.
  SCIENTOMETRICS
  Springer Science and Business Media
  Vol.126 pp.19 (pp.8275-8293) ISSN:0138-9130 DOI:10.1007/s11192-021-04117-4
35. A hybrid cloud-to-edge predictive maintenance platform
  Book chapter
  
  Marguglio, Angelo; Veneziano, Giuseppe; Greco, Pietro; Jung, Sven; Siegburg, Robert; Schmitt, Robert H.; Monaco, Simone; Apiletti, Daniele; Nikolakis, Nikolaos; Cerquitelli, Tania; Macii, Enrico
  INFORMATION FUSION AND DATA SCIENCE
  Predictive Maintenance in Smart Factories
  Springer
  pp.19 (pp.19-37) ISSN:2510-1528 ISBN:9789811629396 DOI:10.1007/978-981-16-2940-2_2
36. A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems
  Article
  
  Cipriano, Marco; Colomba, Luca; Garza, Paolo
  APPLIED SCIENCES
  MDPI
  Vol.11 pp.25 ISSN:2076-3417 DOI:10.3390/app11156967
37. Predictive Maintenance in the Production of Steel Bars: A Data-Driven Approach
  Book chapter
  
  Bethaz, Paolo; Bampoula, Xanthi; Cerquitelli, Tania; Nikolakis, Nikolaos; Alexopoulos, Kosmas; Macii, Enrico; van Wilgen, Peter
  INFORMATION FUSION AND DATA SCIENCE
  Predictive Maintenance in Smart Factories
  Springer Nature
  pp.19 (pp.187-205) ISSN:2510-1528 ISBN:9789811629396 DOI:10.1007/978-981-16-2940-2_9
38. Estimating Remaining Useful Life: A Data-Driven Methodology for the White Goods Industry
  Book chapter
  
  Petrali, Pierluigi; Cerquitelli, Tania; Bethaz, Paolo; Morra, Lia; Nikolakis, Nikolaos; DE VIZIA, Claudia; Macii, Enrico
  INFORMATION FUSION AND DATA SCIENCE
  Predictive Maintenance in Smart Factories
  Springer
  pp.16 (pp.149-164) ISSN:2510-1528 ISBN:9789811629396 DOI:10.1007/978-981-16-2940-2_7
39. Data-Driven Predictive Maintenance: A Methodology Primer
  Book chapter
  
  Cerquitelli, Tania; Nikolakis, Nikolaos; Morra, Lia; Bellagarda, Andrea; Orlando, Matteo; Salokangas, Riku; Saarela, Olli; Hietala, Jani; Kaarmila, Petri; Macii, Enrico
  INFORMATION FUSION AND DATA SCIENCE
  Predictive Maintenance in Smart Factories
  Springer
  pp.35 (pp.39-73) ISSN:2510-1528 ISBN:9789811629396 DOI:10.1007/978-981-16-2940-2_3
40. 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
41. On the dynamics of political discussions on Instagram: A network perspective
  Article
  
  GOMES FERREIRA, CARLOS HENRIQUE; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, Jussara M.; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Drago, Idilio
  ONLINE SOCIAL NETWORKS AND MEDIA
  Elsevier
  Vol.25 (100155) pp.18 ISSN:2468-6964 DOI:10.1016/j.osnem.2021.100155
42. 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
43. Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes
  Article
  
  Cerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, Enrico; Poncino, Massimo
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.182 (115269) pp.10 ISSN:0957-4174 DOI:10.1016/j.eswa.2021.115269
44. 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
45. 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
46. K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm
  Article
  
  Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania
  ELECTRONICS
  MDPI
  Vol.10 pp.21 ISSN:2079-9292 DOI:10.3390/electronics10101166
47. Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case
  Article
  
  Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.180 (115109) pp.13 ISSN:0957-4174 DOI:10.1016/j.eswa.2021.115109
48. Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data
  Article
  
  Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, Elena; Salvatori, Lucia; Loti, Riccardo
  COMPUTERS IN INDUSTRY
  Elsevier
  Vol.130 (103468) pp.11 ISSN:0166-3615 DOI:10.1016/j.compind.2021.103468
49. Debate on online social networks at the time of COVID-19: An Italian case study
  Article
  
  Trevisan, Martino; Vassio, Luca; Giordano, Danilo
  ONLINE SOCIAL NETWORKS AND MEDIA
  Elsevier
  Vol.23 (100136) pp.15 ISSN:2468-6964 DOI:10.1016/j.osnem.2021.100136
50. Towards website domain name classification using graph based semi-supervised learning
  Article
  
  Faroughi, Azadeh; Morichetta, Andrea; Vassio, Luca; Figueiredo, Flavio; Mellia, Marco; Javidan, Reza
  COMPUTER NETWORKS
  Elsevier
  Vol.188 (107865) pp.15 ISSN:1389-1286 DOI:10.1016/j.comnet.2021.107865
51. 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
52. Predicting student academic performance by means of associative classification
  Article
  
  Cagliero, L.; Canale, L.; Farinetti, L.; Baralis, E.; Venuto, E.
  APPLIED SCIENCES
  MDPI
  Vol.11 pp.22 (pp.1-22) ISSN:2076-3417 DOI:10.3390/app11041420
53. A multi-faceted characterization of free-floating car sharing service usage
  Article
  
  Giordano, Danilo; Vassio, Luca; Cagliero, Luca
  TRANSPORTATION RESEARCH. PART C, EMERGING TECHNOLOGIES
  Elsevier
  Vol.125 (102966) pp.21 ISSN:0968-090X DOI:10.1016/j.trc.2021.102966
54. 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
55. Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools
  Article
  
  Cerquitelli, Tania; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Bottaccioli, Lorenzo; Patti, Edoardo; Acquaviva, Andrea; Poncino, Massimo
  PROCEEDINGS OF THE IEEE
  IEEE
  Vol.109 pp.24 (pp.399-422) ISSN:0018-9219 DOI:10.1109/JPROC.2021.3056006
56. Understanding web pornography usage from traffic analysis
  Article
  
  Morichetta, Andrea; Trevisan, Martino; Vassio, Luca; Krickl, Julia
  COMPUTER NETWORKS
  Elsevier
  Vol.189 pp.11 ISSN:1389-1286 DOI:10.1016/j.comnet.2021.107909
57. α-MON: Traffic Anonymizer for Passive Monitoring
  Article
  
  Favale, Thomas; Trevisan, Martino; Drago, Idilio; Mellia, Marco
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.18 pp.13 (pp.1233-1245) ISSN:1932-4537 DOI:10.1109/TNSM.2021.3057927
58. Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning
  Article
  
  Rizzo, Valentino; Traverso, Stefano; Mellia, Marco
  PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES
  Sciendo
  Vol.1 pp.20 (pp.44-63) ISSN:2299-0984 DOI:10.2478/popets-2021-0004
59. Characterizing client usage patterns and service demand for car-sharing systems
  Article
  
  Alencar, Victor A.; Rooke, Felipe; Cocca, Michele; Vassio, Luca; Almeida, Jussara; Vieira, Alex Borges
  INFORMATION SYSTEMS
  Elsevier
  Vol.98 (101448) pp.10 ISSN:0306-4379 DOI:10.1016/j.is.2019.101448
2020
1. Big Data in Computer Network Monitoring
  Book chapter
  
  Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro
  Encyclopedia of Big Data Technologies
  Springer
  pp.8 (pp.1-8) ISBN:9783319639628 DOI:10.1007/978-3-319-63962-8_26-2
2. Editorial special issue on data analytics for engineering, science and society
  Article
  
  Cerquitelli, T.; Chiusano, S.; Vargas-Solar, G.
  COMPUTING
  Springer
  Vol.102 pp.4 (pp.1093-1096) ISSN:0010-485X DOI:10.1007/s00607-020-00810-z
3. 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
4. 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
5. 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
6. A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps
  Article
  
  Cerquitelli, T.; Corso, E. D.; Proto, S.; Bethaz, P.; Mazzarelli, D.; Capozzoli, A.; Baralis, E.; Mellia, M.; Casagrande, S.; Tamburini, M.
  ELECTRONICS
  MDPI
  Vol.9 pp.26 (pp.1-26) ISSN:2079-9292 DOI:10.3390/electronics9122132
7. Cinematographic Shot Classification through Deep Learning
  Proceeding
  
  Vacchetti, B.; Cerquitelli, T.; Antonino, R.
  In: Proceedings - 2020 IEEE 44th Annual Computers, Software, and Applications Conference, COMPSAC 2020
  Institute of Electrical and Electronics Engineers Inc.
  44th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2020 (esp) 2020
  pp.6 (pp.345-350) ISBN:9781728173030 DOI:10.1109/COMPSAC48688.2020.0-222
8. End-to-end Training For Financial Report Summarization
  Proceeding
  
  La Quatra, Moreno; Cagliero, Luca
  In: Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation
  COLING
  FNP @ COLING 2020 (Barcelona, Spain (Online)) 8/12/2020 - 13/12/2020
  Vol.Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation pp.6 (pp.118-123)
9. Diversità è Eccellenza. Bilancio di Genere 2020 - Politecnico di Torino
  Book
  
  Cerquitelli, Tania; Colombelli, Alessandra; De Giorgi, Claudia; Montorsi, Arianna
  Politecnico di Torino (ITALIA)
  pp.152 (pp.1-152) ISBN:9788885745551
10. 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
11. Forecasting: theory and practice
  Other
  
  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)
12. Deep learning models for road passability detection during flood events using social media data
  Article
  
  Lopez Fuentes, Laura; Farasin, Alessandro; Zaffaroni, Mirko; Skinnemoen, Harald; Garza, Paolo
  APPLIED SCIENCES
  MDPI
  Vol.10 pp.22 ISSN:2076-3417 DOI:10.3390/app10248783
13. 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
14. 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
15. 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
16. 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
17. 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
18. E-Scooter Sharing: Leveraging Open Data for System Design
  Proceeding
  
  Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Vassio, Luca; Mellia, Marco
  In: 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)
  IEEE
  2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT) (Virtuale) 14-16 Sept. 2020
  pp.8 (pp.1-8) ISBN:9781728173436 DOI:10.1109/DS-RT50469.2020.9213514
19. Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back
  Article
  
  Cerquitelli, T.; Regalia, A.; Manfredi, E.; Conicella, F.; Bethaz, P.; Liore, E.
  IEEE ACCESS
  Institute of Electrical and Electronics Engineers
  Vol.8 pp.10 (pp.102409-102418) ISSN:2169-3536 DOI:10.1109/ACCESS.2020.2998940
20. 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
21. 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
22. 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
23. 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
24. 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
25. 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
26. 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
27. Bring Your Own Data to X-PLAIN
  Proceeding
  
  Pastor, E.; Baralis, E.
  PROCEEDINGS - ACM-SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA
  In: Proceedings of the ACM SIGMOD International Conference on Management of Data
  Association for Computing Machinery
  2020 ACM SIGMOD International Conference on Management of Data, SIGMOD 2020 (usa) 2020
  pp.4 (pp.2805-2808) ISSN:0730-8078 ISBN:9781450367356 DOI:10.1145/3318464.3384710
28. 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
29. 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
30. Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts
  Article
  
  Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo; Giordano, Danilo
  ELECTRONICS
  MDPI
  Vol.9 pp.22 ISSN:2079-9292 DOI:10.3390/electronics9081322
31. Does domain name encryption increase users' privacy?
  Article
  
  Trevisan, Martino; Soro, Francesca; Mellia, Marco; Drago, Idilio; Morla, Ricardo
  COMPUTER COMMUNICATION REVIEW
  ACM
  Vol.50 pp.7 (pp.16-22) ISSN:0146-4833 DOI:10.1145/3411740.3411743
32. Update on ACM SIGCOMM CCR reviewing process
  Article
  
  Holz, Ralph; Mellia, Marco; Bonaventure, Olivier; Haddadi, Hamed; Caesar, Matthew; Gorinsky, Sergey; Antichi, Gianni; Camp, Joseph; Klaffy, Kc; Raman, Bhaskaran; Sperotto, Anna; Viana, Aline; Uhlig, Steve
  COMPUTER COMMUNICATION REVIEW
  ACM
  Vol.50 pp.2 (pp.55-56) ISSN:0146-4833 DOI:10.1145/3411740.3411748
33. Extracting highlights of scientific articles: A supervised summarization approach
  Article
  
  Cagliero, L.; La Quatra, M.
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.160 (113659) pp.12 ISSN:0957-4174 DOI:10.1016/j.eswa.2020.113659
34. 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
35. 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
36. Machine learning supported next-maintenance prediction for industrial vehicles
  Proceeding
  
  Mishra, S.; Vassio, L.; Cagliero, L.; Mellia, M.; Baralis, E.; Loti, R.; Salvatori, L.
  CEUR WORKSHOP PROCEEDINGS
  In: CEUR Workshop Proceedings
  CEUR-WS
  Workshops of the 23rd International Conference on Extending Database Technology/23rd International Conference on Database Theory, EDBT-ICDT-WS 2020 (dnk) 2020
  Vol.2578 pp.6 ISSN:1613-0073
37. Supervised Burned Areas delineation by means of Sentinel-2 imagery and Convolutional Neural Networks
  Proceeding
  
  Farasin, Alessandro; Colomba, Luca; Palomba, Giulio; Nini, Giovanni; Rossi, Claudio
  In: ISCRAM 2020 Conference Proceedings - 17th International Conference on Information Systems for Crisis Response And Management
  ISCRAM Digital Library
  17th International Conference on Information Systems for Crisis Response And Management (ISCRAM 2020) (Blacksburg, Virginia (USA)) May 24-27, 2020
  pp.12 (pp.1060-1071)
38. Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data
  Article
  
  Farasin, Alessandro; Colomba, Luca; Garza, Paolo
  APPLIED SCIENCES
  MDPI
  Vol.10 pp.22 ISSN:2076-3417 DOI:10.3390/app10124332
39. Exploiting pivot words to classify and summarize discourse facets of scientific papers
  Article
  
  La Quatra, M.; Cagliero, L.; Baralis, E.
  SCIENTOMETRICS
  Springer
  Vol.125 pp.19 (pp.3139-3157) ISSN:0138-9130 DOI:10.1007/s11192-020-03532-3
40. ERRANT: Realistic Emulation of Radio Access Networks
  Article
  
  Trevisan, Martino; Khatouni, Ali Safari; Giordano, Danilo
  COMPUTER NETWORKS
  elsevier
  Vol.176 pp.11 ISSN:1389-1286 DOI:10.1016/j.comnet.2020.107289
41. 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
42. Regular pattern and anomaly detection on corporate transaction time series
  Proceeding
  
  Soro, F.; Mellia, M.; Russo, N.
  CEUR WORKSHOP PROCEEDINGS
  In: CEUR Workshop Proceedings
  CEUR-WS
  Workshops of the 23rd International Conference on Extending Database Technology/23rd International Conference on Database Theory, EDBT-ICDT-WS 2020 (dnk) 2020
  Vol.2578 pp.6 ISSN:1613-0073
43. Campus Traffic and e-Learning during COVID-19 Pandemic
  Article
  
  Favale, Thomas; Soro, Francesca; Trevisan, Martino; Drago, Idilio; Mellia, Marco
  COMPUTER NETWORKS
  elsevier
  Vol.176 pp.9 ISSN:1389-1286 DOI:10.1016/j.comnet.2020.107290
44. A cloud-to-edge approach to support predictive analytics in robotics industry
  Article
  
  Panicucci, S.; Nikolakis, N.; Cerquitelli, T.; Ventura, F.; Proto, S.; Macii, E.; Makris, S.; Bowden, D.; Becker, P.; O'Mahony, N.; Morabito, L.; Napione, C.; Marguglio, A.; Coppo, G.; Andolina, S.
  ELECTRONICS
  MDPI AG
  Vol.9 pp.22 (pp.492-513) ISSN:2079-9292 DOI:10.3390/electronics9030492
45. Five Years at the Edge: Watching Internet From the ISP Network
  Article
  
  Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Munafo, Maurizio Matteo; Mellia, Marco
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE
  Vol.28 pp.14 (pp.561-574) ISSN:1063-6692 DOI:10.1109/TNET.2020.2967588
46. REDTag: A Predictive Maintenance Framework for Parcel Delivery Services
  Article
  
  Proto, Stefano; DI CORSO, Evelina; Apiletti, Daniele; Cagliero, Luca; Cerquitelli, Tania; Malnati, Giovanni; Mazzucchi, Davide
  IEEE ACCESS
  IEEE
  Vol.8 pp.12 (pp.14953-14964) ISSN:2169-3536 DOI:10.1109/ACCESS.2020.2966568
47. entity2rec: Property-specific knowledge graph embeddings for item recommendation
  Article
  
  Palumbo, Enrico; Monti, Diego; Rizzo, Giuseppe; Troncy, Raphaël; Baralis, Elena
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.151 pp.18 (pp.1-18) ISSN:0957-4174 DOI:10.1016/j.eswa.2020.113235
48. Training ensembles of faceted classification models for quantitative stock trading
  Article
  
  Cagliero, Luca; Garza, Paolo; Attanasio, Giuseppe; Baralis, Elena
  COMPUTING
  Springer
  Vol.102 pp.13 (pp.1213-1225) ISSN:0010-485X DOI:10.1007/s00607-019-00776-7
49. Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining
  Article
  
  Apiletti, Daniele; Pastor, Eliana
  ELECTRONICS
  MDPI
  Vol.9 pp.19 ISSN:2079-9292 DOI:10.3390/electronics9010100
50. From Hotel Reviews to City Similarities: A Unified Latent-Space Model
  Article
  
  Cagliero, L.; La Quatra, M.; Apiletti, D.
  ELECTRONICS
  MDPI
  Vol.9 pp.16 (pp.1-16) ISSN:2079-9292 DOI:10.3390/electronics9010197
51. Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis
  Article
  
  Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Nisi, Matteo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, ELENA MARIA
  COMPUTING
  Springer International Publishing
  pp.13 (pp.1-13) ISSN:1436-5057 DOI:10.1007/s00607-019-00781-w
52. On Car-Sharing Usage Prediction with Open Socio-Demographic Data
  Article
  
  Cocca, Michele; Teixeira, Douglas; Vassio, Luca; Mellia, Marco; Almeida, Jussara M.; Couto da Silva, Ana Paula Couto da
  ELECTRONICS
  mdpi
  Vol.9 pp.20 (pp.72-91) ISSN:2079-9292 DOI:10.3390/electronics9010072
53. User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement
  Article
  
  Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio
  ACM TRANSACTIONS ON MODELING AND PERFORMANCE EVALUATION OF COMPUTING SYSTEMS
  ACM
  Vol.5 pp.26 (pp.1-26) ISSN:2376-3639 DOI:10.1145/3377144
54. Combining Machine Learning and Natural Language Processing for Language-Specific, Multi-Lingual, and Cross-Lingual Text Summarization: A Wide-Ranging Overview
  Book chapter
  
  Cagliero, Luca; Garza, Paolo; LA QUATRA, Moreno
  Trends and Applications of Text Summarization Techniques
  IGI Global (ITALIA)
  pp.31 (pp.1-31) ISBN:9781522593737 DOI:10.4018/978-1-5225-9373-7.ch001
55. Big Data in Computer Network Monitoring
  Book chapter
  
  Drago, Idilio; Mellia, Marco; D’Alconzo, Alessandro
  Encyclopedia of Big Data Technologies
  Springer (PAESI BASSI)
  pp.8 (pp.1-8) ISBN:9783319639628 DOI:10.1007/978-3-319-63962-8_26-1
2019
1. 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
2. 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
3. Workshop WAIN: Welcome message
  Article
  
  Vassio, L.; Zhang, Z. -L.; Lee, S. -J.
  PERFORMANCE EVALUATION REVIEW
  Association for Computing Machinery
  Vol.46 pp.1 ISSN:0163-5999
4. 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
5. 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
6. 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
7. Elaborare i dati raccolti negli ambienti di produzione, creare valore e strutturare conoscenza: metodi, sfide e opportunità
  Book chapter
  
  Cerquitelli, T; Macii, E.; Macii, A.
  Il futuro della fabbrica. La via italiana per il rinascimento della manifattura.
  ESTE (ITALIA)
  pp.20 (pp.1-20) ISBN:9788898053322
8. 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
9. 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
10. 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
11. Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings
  Article
  
  Cerquitelli, T.; Malnati, G.; Apiletti, D.
  ENERGIES
  MDPI AG
  Vol.12 pp.18 (pp.2933-2950) ISSN:1996-1073 DOI:10.3390/en12152933
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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
18. 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
19. 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
20. 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
21. 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
22. 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)
23. 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
24. 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)
25. Clustering and evolutionary approach for longitudinal web traffic analysis
  Article
  
  Morichetta, Andrea; Mellia, Marco
  PERFORMANCE EVALUATION
  Elsevier
  Vol.135 pp.17 ISSN:0166-5316 DOI:10.1016/j.peva.2019.102033
26. Automating concept-drift detection by self-evaluating predictive model degradation
  Other
  
  Cerquitelli, Tania; Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Baralis, ELENA MARIA
  Vol.arXiv:1907.08120 pp.5 (pp.1-5)
27. What's in the box? Explaining the black-box model through an evaluation of its interpretable features
  Other
  
  Ventura, Francesco; Cerquitelli, Tania
  Vol.arXiv:1908.04348 pp.5 (pp.1-5)
28. ELSA: A multilingual document summarization algorithm based on frequent itemsets and latent semantic analysis
  Article
  
  Cagliero, Luca.; Garza, Paolo; Baralis, Elena
  ACM TRANSACTIONS ON INFORMATION SYSTEMS
  ACM Association for Computing Machinery
  Vol.37 pp.33 (pp.1-33) ISSN:1046-8188 DOI:10.1145/3298987
29. 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
30. 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
31. 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
32. 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
33. 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
34. Free Floating Electric Car Sharing: A Data Driven Approach for System Design
  Article
  
  Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
  IEEE
  pp.13 (pp.1-13) ISSN:1524-9050 DOI:10.1109/TITS.2019.2932809
35. A Survey on Big Data for Network Traffic Monitoring and Analysis
  Article
  
  Dralconzo, Alessandro; Drago, Idilio; Morichetta, Andrea; Mellia, Marco; Casas, Pedro
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.16 pp.14 (pp.800-813) ISSN:1932-4537 DOI:10.1109/TNSM.2019.2933358
36. 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
37. LENTA: Longitudinal Exploration for Network Traffic Analysis from Passive Data
  Article
  
  Morichetta, Andrea; Mellia, Marco
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.16 pp.14 (pp.814-827) ISSN:1932-4537 DOI:10.1109/TNSM.2019.2927409
38. 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
39. Effective video hyperlinking by means of enriched feature sets and monomodal query combinations
  Article
  
  Kavoosifar, MOHAMMAD REZA; Apiletti, Daniele; Baralis, ELENA MARIA; Garza, Paolo; Huet, Benoit
  INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL
  Springer
  pp.13 ISSN:2192-6611 DOI:10.1007/s13735-019-00173-y
40. Exploring energy performance certificates through visualization
  Proceeding
  
  Cerquitelli, Tania; DI CORSO, Evelina; Proto, Stefano; Capozzoli, Alfonso; Bellotti, Fabio; Cassese, MARIA GIOVANNA; Baralis, ELENA MARIA; Mellia, Marco; Casagrande, Silvia; Tamburini, Martina
  In: Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference,EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019.
  CEUR-WS.org
  2nd International Workshop on Big Data Visual Exploration and Analytics (BigVis) (Lisbon, Portugal) March 26, 2019
  Vol.2322 pp.7
41. Towards automated visualisation of scientic literature
  Proceeding
  
  DI CORSO, Evelina; Proto, Stefano; Cerquitelli, Tania; Chiusano, SILVIA ANNA
  In: New Trends in Databases and Information Systems, {ADBIS} 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8-11, 2019, Proceedings
  Springer (GERMANIA)
  23rd European Conference on Advances in Databases and Information Systems (Bled (Slovenia)) September, 8-11, 2019
  pp.9 (pp.28-36) ISBN:9783030302771 DOI:10.1007/978-3-030-30278-8_4
42. PREMISES, a scalable data-driven service to predict alarms in slowly-degrading multi-cycle industrial processes
  Proceeding
  
  Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Cerquitelli, Tania; Baralis, ELENA MARIA; Macii, Enrico; Macii, Alberto
  In: 2019 IEEE International Congress on Big Data
  IEEE Computer Society
  2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 (Milan, Italy) July 8-13, 2019
  Vol.2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 pp.5 (pp.139-143) ISBN:9781728127729 DOI:10.1109/BigDataCongress.2019.00032
43. A new unsupervised predictive-model self-assessment approach that SCALEs
  Proceeding
  
  Ventura, Francesco; Proto, Stefano; Apiletti, Daniele; Cerquitelli, Tania; Panicucci, Simone; Baralis, Elena; Macii, Enrico; Macii, Alberto
  In: 2019 IEEE International Congress on Big Data
  IEEE Computer Society
  2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 (Milan, Italy) July 8-13, 2019
  Vol.2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 pp.5 (pp.144-148) ISBN:9781728127729 DOI:10.1109/BigDataCongress.2019.00033
44. Towards an Automated, Fast and Interpretable Estimation Model of Heating Energy Demand: A Data-Driven Approach Exploiting Building Energy Certificates
  Article
  
  Attanasio, Antonio; Piscitelli, Marco; Chiusano, Silvia; Capozzoli, Alfonso; Cerquitelli, Tania
  ENERGIES
  MDPI
  Vol.12 pp.25 (pp.1273-1297) ISSN:1996-1073 DOI:10.3390/en12071273
45. Adaptive hierarchical clustering for petrographic image analysis
  Proceeding
  
  Pasini, Andrea; Baralis, Elena; Garza, Paolo; Floriello, Davide; Idiomi, Michela; Ortenzi, Andrea; Ricci, Simone
  CEUR WORKSHOP PROCEEDINGS
  In: CEUR Workshop Proceedings
  CEUR-WS
  Data Analytics solutions for Real-LIfe APplications (DARLI-AP). 2019 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2019 (Lisbon (PRT)) 2019
  Vol.2322 pp.6 ISSN:1613-0073
46. 4 Years of EU Cookie Law: Results and Lessons Learned
  Article
  
  Trevisan, Martino; Traverso, Stefano; Bassi, Eleonora; Mellia, Marco
  PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES
  De Gruyter
  Vol.2019 pp.20 (pp.126-145) ISSN:2299-0984 DOI:10.2478/popets-2019-0023
47. Forecasting Heating Consumption in Buildings: A Scalable Full-Stack Distributed Engine
  Article
  
  Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Bottaccioli, Lorenzo; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Patti, Edoardo
  ELECTRONICS
  MDPI
  Vol.8 pp.31 (pp.1-31) ISSN:2079-9292 DOI:10.3390/electronics8050491
48. Characterizing Web Pornography Consumption from Passive Measurements
  Proceeding
  
  Morichetta, Andrea; Trevisan, Martino; Vassio, Luca
  In: Lecture Notes in Computer Science
  Springer International Publishing
  20th International Conference on Passive and Active Network Measurement (Puerto Varas, Chile) March 27-29, 2019
  Vol.11419 pp.13 (pp.304-316) ISBN:9783030159856 DOI:10.1007/978-3-030-15986-3_20
49. Free floating electric car sharing design: Data driven optimisation
  Article
  
  Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
  PERVASIVE AND MOBILE COMPUTING
  Elsevier
  Vol.55 pp.17 (pp.59-75) ISSN:1574-1192 DOI:10.1016/j.pmcj.2019.02.007
50. Recommending Personalized Summaries of Teaching Materials
  Article
  
  Cagliero, Luca; Farinetti, Laura; Baralis, ELENA MARIA
  IEEE ACCESS
  IEEE
  Vol.7 pp.11 (pp.22729-22739) ISSN:2169-3536 DOI:10.1109/ACCESS.2019.2899655
51. IoT Platforms and Technologies Driving Spatial Planning and Analytics
  Book chapter
  
  Bottaccioli, Lorenzo; Patti, Edoardo; Osello, Anna; Cerquitelli, Tania; Macii, Enrico; Acquaviva, Andrea
  ADVANCES IN ENVIRONMENTAL ENGINEERING AND GREEN TECHNOLOGIES BOOK SERIES
  Spatial Planning in the Big Data Revolution
  IGI Global
  pp.29 (pp.84-112) ISSN:2326-9162 ISBN:9781522579274 DOI:10.4018/978-1-5225-7927-4.ch004
52. PAIN: A Passive Web Performance Indicator for ISPs
  Article
  
  Trevisan, Martino; Drago, Idilio; Mellia, Marco
  COMPUTER NETWORKS
  Elsevier
  Vol.149 pp.12 (pp.115-126) ISSN:1389-1286 DOI:10.1016/j.comnet.2018.11.024
53. Results from running an experiment as a service platform for mobile broadband networks in Europe
  Article
  
  Mancuso, Vincenzo; Peón Quirós, Miguel; Mohamed Moulay, Cise Midoglu.; Comite, Vincenzo; Lutu, Andra; Alay, Özgü; Alfredsson, Stefan; Rajiullah, Mohammad; Brunström, Anna; Mellia, Marco; SAFARI KHATOUNI, Ali; Hirsch, Thomas
  COMPUTER COMMUNICATIONS
  Elsevier
  Vol.133 pp.13 (pp.89-101) ISSN:0140-3664 DOI:10.1016/j.comcom.2018.09.004
2018
1. A method for exploring traffic passive traces and grouping similar urls
  Patent
  
  Mellia, Marco; Metwalley, Hassan; Bocchi, Enrico; Morichetta, Andrea
  N.WO2018047027A1
2. Method and System for Predicting System Status
  Patent
  
  Giobergia, Flavio; Baralis, Elena; Camuglia, Maria; Neri, Alessandra; Tricarico, Davide; Tuninetti, Alessia
  N.US20200065690A1; DE102019114378A1
3. iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0
  Proceeding
  
  Apiletti, Daniele; Barberis, Claudia; Cerquitelli, Tania; Macii, Alberto; Macii, Enrico; Poncino, Massimo; Ventura, Francesco
  In: IEEE International Conference on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018, Melbourne, Australia, December 11-13, 2018
  IEEE COMPUTER SOC
  IEEE International Conference on Parallel & Distributed Processing with Applications (Melbourne, Australia) December 11-13, 2018
  pp.8 (pp.924-931) ISBN:9781728111414 DOI:10.1109/BDCloud.2018.00136
4. Reservoir Effects on Flood Peak Discharge at the Catchment Scale
  Article
  
  Volpi, E.; Di Lazzaro, M.; Bertola, Miriam; Viglione, A.; Fiori, A.
  WATER RESOURCES RESEARCH
  AGU Wiley
  Vol.54 pp.14 (pp.9623-9636) ISSN:0043-1397 DOI:10.1029/2018WR023866
5. Mining Sensor Data for Predictive Maintenance in the Automotive Industry
  Proceeding
  
  Giobergia, Flavio; Baralis, Elena; Camuglia, Maria; Cerquitelli, Tania; Mellia, Marco; Neri, Alessandra; Tricarico, Davide; Tuninetti, Alessia
  In: IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) 2018
  IEEE (STATI UNITI D'AMERICA)
  IEEE International Conference on Data Science and Advanced Analytics (DSAA) (Torino) October 2018
  pp.10 (pp.351-360) ISBN:9781538650905 DOI:10.1109/DSAA.2018.00046
6. A Density-based Preprocessing Technique to Scale Out Clustering
  Proceeding
  
  Baralis, Elena; Garza, Paolo; Pastor, Eliana
  In: Proceedings of the 2018 IEEE International Conference on Big Data (Big Data)
  IEEE
  2018 IEEE International Conference on Big Data (Big Data) (Seattle, WA, USA) December 10-13 2018
  pp.10 (pp.2078-2087) ISBN:9781538650356 DOI:10.1109/BigData.2018.8621870
7. Achieving Horizontal Scalability in Density-based Clustering for URLs
  Proceeding
  
  Faroughi, Azadeh; Javidan, Reza; Mellia, Marco; Morichetta, Andrea; Soro, Francesca; Trevisan, Martino
  In: Proceedings of the 2018 IEEE International Conference on Big Data
  IEEE (STATI UNITI D'AMERICA)
  2018 IEEE International Conference on Big Data (Seattle, USA) 10-13 Dicembre 2018
  pp.6 (pp.3841-3846) ISBN:9781538650356 DOI:10.1109/BigData.2018.8622005
8. Study of the applicability of an itemset-based portfolio planner in a multi-market context
  Proceeding
  
  Cagliero, Luca; Garza, Paolo
  CEUR WORKSHOP PROCEEDINGS
  In: CEUR Workshop Proceedings
  CEUR-WS
  2018 Workshops of the International Conference on Extending Database Technology and the International Conference on Database Theory, EDBT/ICDT-WS 2018 (aut) 2018
  Vol.2083 pp.6 (pp.50-55) ISSN:1613-0073
9. Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing
  Proceeding
  
  Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
  In: 21st International Conference on Intelligent Transportation Systems (ITSC)
  IEEE (STATI UNITI D'AMERICA)
  International Conference on Intelligent Transportation Systems (ITSC) (Maui, HI, USA) 4-7 Nov. 2018
  pp.6 (pp.2490-2495) ISBN:9781728103211 DOI:10.1109/ITSC.2018.8569256
10. Characterizing situations of dock overload in bicycle sharing stations
  Article
  
  Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Ricupero, Giuseppe; Baralis, Elena
  APPLIED SCIENCES
  MDPI AG
  Vol.8 pp.27 ISSN:2076-3417 DOI:10.3390/app8122521
11. Five Years at the Edge: Watching Internet from the ISP Network
  Proceeding
  
  Trevisan, Martino; Giordano, Danilo; Drago, Idilio; Mellia, Marco; Munafo, Maurizio
  In: Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018)
  ACM (STATI UNITI D'AMERICA)
  Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018) (Heraklion, Greece) December 04-07, 2018
  pp.12 (pp.1-12) ISBN:9781450360807 DOI:10.1145/3281411.3281433
12. Deep Learning Models for Passability Detection of Flooded Roads
  Proceeding
  
  Lopez-Fuentes, Laura; Farasin, Alessandro; Skinnemoen, Harald; Garza, Paolo
  CEUR WORKSHOP PROCEEDINGS
  In: Multimedia Benchmark Workshop 2018
  CEUR-WS (GERMANIA)
  Working Notes Proceedings of the MediaEval 2018 Workshop, Sophia Antipolis, France, 29-31 October 2018 (Sophia Antipolis, France.) 29/10/2018 - 31/10/2018
  Vol.Vol-2283 pp.3 ISSN:1613-0073
13. You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits
  Article
  
  Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine
  ACM TRANSACTIONS ON THE WEB
  Association for Computing Machinery
  Vol.12 pp.30 (pp.1-30) ISSN:1559-1131 DOI:10.1145/3231466
14. LENTA: Longitudinal Exploration for Network Traffic Analysis
  Proceeding
  
  Morichetta, Andrea; Mellia, Marco
  In: 30th International Teletraffic Congress (ITC 30)
  IEEE (STATI UNITI D'AMERICA)
  ITC 30 - 2018 (Vienna, AU) 3-7 September 2018
  pp.9 (pp.176-184) ISBN:9780988304550 DOI:10.1109/ITC30.2018.00035
15. Experience: Implications of Roaming in Europe
  Proceeding
  
  Anna Maria Mandalari, ; Andra, Lutu; Ana, Custura; SAFARI KHATOUNI, Ali; Özgü, Alay; BAGNULO BRAUN, MARCELO GABRIEL; Vaibhav, Bajpai; Anna, Brunstrom; Jörg, Ott; Mellia, Marco; Gorry, Fairhurst
  In: Proceedings of the 24th Annual International Conference on Mobile Computing and Networking
  ACM (STATI UNITI D'AMERICA)
  ACM Mobicom 2018 (New Delhi, India) October 2018
  pp.11 (pp.179-189) ISBN:9781450359030 DOI:10.1145/3241539.3241577
16. Clustering-Based Assessment of Residential Consumers from Hourly-Metered Data
  Proceeding
  
  Cerquitelli, Tania; Chicco, Gianfranco; Di Corso, Evelina; Ventura, Francesco; Giuseppe, Montesano; Mirko, Armiento; Alicia, Mateo González; Andrea, Veiga Santiago
  In: International Conference on Smart Energy System and Technologies - SEST 2018, Sevilla, Spain, September, 10-12, 2018, Proceedings
  IEEE (STATI UNITI D'AMERICA)
  International Conference on Smart Energy System and Technologies - SEST 2018 (Sevilla, Spain) September, 10-12, 2018
  pp.6
17. Characterizing Air-Quality Data Through Unsupervised Analytics Methods
  Proceeding
  
  Daraio, Elena; DI CORSO, Evelina; Cerquitelli, Tania; Chiusano, SILVIA ANNA
  In: New Trends in Databases and Information Systems - ADBIS 2018 ShortPapers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND,DC, Budapest, Hungary, September, 2-5, 2018, Proceedings
  Springer
  New Trends in Databases and Information Systems (Budapest, Hungary) September, 2-5, 2018
  pp.13 (pp.205-217) ISBN:9783030000622 DOI:10.1007/978-3-030-00063-9_20
18. Black-Box Model Explained Through an Assessment of Its Interpretable Features
  Proceeding
  
  Ventura, Francesco; Cerquitelli, Tania; Giacalone, Francesco
  In: New Trends in Databases and Information Systems - ADBIS 2018 ShortPapers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND,DC, Budapest, Hungary, September, 2-5, 2018, Proceedings
  Springer
  New Trends in Databases and Information Systems (Budapest, Hungary) September, 2-5, 2018
  pp.12 (pp.138-149) ISBN:9783030000639 DOI:10.1007/978-3-030-00063-9_15
19. Deriving Local Internal Logic for Black Box Models
  Proceeding
  
  Pastor, Eliana
  In: Proceedings of the 26th Italian Symposium on Advanced Database Systems,Castellaneta Marina (Taranto), Italy, June 24-27, 2018.
  CEUR-WS.org (GERMANIA)
  SEBD 2018 26th Italian Symposium on Advanced Database Systems (Castellaneta Marina (Italy)) June 24-27, 2018
  Vol.2161 pp.4 (pp.1-4)
20. Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning
  Proceeding
  
  Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
  In: 2018 IEEE International Conference on Smart Computing (SMARTCOMP)
  IEEE (STATI UNITI D'AMERICA)
  2018 IEEE International Conference on Smart Computing (SMARTCOMP) (Taormina(Italy)) 18-20 June 2018
  Vol.proceedings of IEEE International Conference on Smart Computing (SMARTCOMP) pp.8 (pp.171-178) ISBN:9781538647059 DOI:10.1109/SMARTCOMP.2018.00088
21. Translational Models for Item Recommendation
  Proceeding
  
  Palumbo, Enrico; Rizzo, Giuseppe; Raphael, Troncy; Baralis, ELENA MARIA; Osella, Michele; Ferro, Enrico
  In: ESWC 2018: The Semantic Web: ESWC 2018 Satellite Event
  Springer
  European Semantic Web Conference 2018
  pp.13 (pp.478-490)
22. Additional reviewer assignment by means of weighted association rules
  Article
  
  Cagliero, L.; Garza, P.; Pasini, Andrea; Baralis, E.
  IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
  IEEE Computer Society
  pp.13 ISSN:2168-6750 DOI:10.1109/TETC.2018.2861214
23. HPC4AI, an AI-on-demand federated platform endeavour
  Proceeding
  
  Aldinucci, Marco; Rabellino, Sergio; Pironti, Marco; Spiga, Filippo; Viviani, Paolo; Drocco, Maurizio; Guerzoni, Marco; Boella, Guido; Mellia, Marco; Margara, Paolo; Drago, Idilio; Marturano, Roberto; Marchetto, Guido; Piccolo, Elio; Bagnasco, Stefano; Lusso, Stefano; Vallero, Sara; Attardi, Giuseppe; Barchiesi, Alex; Colla, Alberto; Galeazzi, Fulvio
  In: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings
  Association for Computing Machinery, Inc
  15th ACM International Conference on Computing Frontiers, CF 2018 (ita) 2018
  pp.8 (pp.279-286) ISBN:9781450357616 DOI:10.1145/3203217.3205340
24. Measuring Web Speed From Passive Traces
  Proceeding
  
  Trevisan, Martino; Drago, Idilio; Mellia, Marco
  In: Proceedings of the Applied Networking Research Workshop
  ACM (STATI UNITI D'AMERICA)
  ANRW'18 - Applied Networking Research Workshop (Montreal) July 16, 2018
  pp.1 ISBN:9781450355858 DOI:10.1145/3232755.3232780
25. Characterizing unpredictable patterns in Wireless Sensor Network data
  Article
  
  Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Attanasio, Antonio
  INFORMATION SCIENCES
  Elsevier
  Vol.467 pp.14 (pp.149-162) ISSN:0020-0255 DOI:10.1016/j.ins.2018.08.002
26. Discovering cross-topic collaborations among researchers by exploiting weighted association rules
  Article
  
  Cagliero, Luca; Garza, Paolo; Kavoosifar, Mohammad Reza; Baralis, Elena
  SCIENTOMETRICS
  Springer
  Vol.116 pp.29 (pp.1273-1301) ISSN:0138-9130 DOI:10.1007/s11192-018-2737-3
27. PERCEIVE: Precipitation Data Characterization by means on Frequent Spatio-Temporal Sequences
  Proceeding
  
  Farasin, Alessandro; Garza, Paolo
  In: ISCRAM 2018 Conference Proceedings – 15th International Conference on Information Systems for Crisis Response and Management
  Rochester Institute of Technology (STATI UNITI D'AMERICA)
  15th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2018), In-Cooperation with ACM SIGCAS (Rochester, NY (USA)) May 20-23, 2018
  pp.8 (pp.1081-1088) ISBN:9780692127605
28. Discovering electricity consumption over time for residential consumers through cluster analysis
  Proceeding
  
  Cerquitelli, Tania; Chicco, Gianfranco; DI CORSO, Evelina; Ventura, Francesco; Montesano, Giuseppe; Del Pizzo, Anita; Mateo González, Alicia; Martin Sobrino, Eduardo
  In: 2018 International Conference on Development and Application Systems (DAS)
  IEEE (STATI UNITI D'AMERICA)
  2018 International Conference on Development and Application Systems (DAS) (Suceava (Romania)) 24-26 May 2018
  pp.6 (pp.164-169) ISBN:9781538614938 DOI:10.1109/DAAS.2018.8396090
29. Useful ToPIC: Self-tuning strategies to enhance Latent Dirichlet Allocation
  Proceeding
  
  Proto, Stefano; DI CORSO, Evelina; Ventura, Francesco; Cerquitelli, Tania
  In: 2018 IEEE International Congress on Big Data, BigData Congress 2018, San Francisco, CA, USA, July 2-7, 2018
  IEEE (STATI UNITI D'AMERICA)
  BigData Congress 2018 (San Francisco (USA)) July 2-7, 2018
  pp.8 (pp.33-40) ISBN:9781538672327
30. An empirical comparison of knowledge graph embeddings for item recommendation
  Proceeding
  
  Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphael; Baralis, ELENA MARIA; Osella, Michele; Ferro, ENRICO GIOVANNI
  In: Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies 2018
  CEUR
  Extended Semantic Web Conference 2018
  Vol.2106 pp.7
31. Knowledge Graph Embeddings with node2vec for Item Recommendation
  Proceeding
  
  Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphael; Baralis, ELENA MARIA; Osella, Michele; Ferro, ENRICO GIOVANNI
  In: The Semantic Web: ESWC 2018 Satellite Events
  Springer
  Extended Semantic Web Conference 2018
  pp.4 (pp.117-120) ISBN:9783319981925 DOI:10.1007/978-3-319-98192-5_22
32. METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models
  Article
  
  Di Corso, Evelina; Cerquitelli, Tania; Apiletti, Daniele
  ENERGIES
  MDPI (Basel, Switzerland)
  Vol.11 pp.24 ISSN:1996-1073 DOI:10.3390/en11061336
33. Improving the effectiveness of SQL learning practice: a data-driven approach
  Proceeding
  
  Cagliero, Luca; DE RUSSIS, Luigi; Farinetti, Laura; Montanaro, Teodoro
  In: 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC)
  IEEE
  42nd IEEE Computer Society International Conference on Computers, Software & Applications (COMPSAC 2018), Symposium on Computer Education & Learning Technologies (CELT) (Tokyo (Japan)) July 23-27, 2018
  Vol.1 pp.10 (pp.980-989) ISBN:9781538626665 DOI:10.1109/COMPSAC.2018.00174
34. A Knowledge-Based Multi-Criteria Decision Support System Encompassing Cascading Effects For Disaster Management
  Article
  
  Caroleo, Brunella Roberta Daniela; Palumbo, Enrico; Osella, Michele; Lotito, Antonio; Rizzo, Giuseppe; Ferro, ENRICO GIOVANNI; Attanasio, Antonio; Chiusano, SILVIA ANNA; Zuccaro, Giulio; Leone, Mattia; DE GREGORIO, Daniela
  INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING
  World Scientific
  Vol.17 pp.30 (pp.1469-1498) ISSN:0219-6220 DOI:10.1142/S021962201850030X
35. Guest Editorial: Special Section on Advances in Big Data Analytics for Management
  Article
  
  Casale, Giuliano; Diao, Yixin; Mellia, Marco; Ranjan, Rajiv; Zincir-Heywood, Nur
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  Institute of Electrical and Electronics Engineers Inc.
  Vol.15 pp.3 (pp.10-12) ISSN:1932-4537 DOI:10.1109/TNSM.2018.2806897
36. Deadline-Constrained Content Upload from Multihomed Devices: Formulations and Algorithms
  Article
  
  Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; SAFARI KHATOUNI, Ali; Rejaie, Reza
  COMPUTER NETWORKS
  Elsevier
  Vol.142 pp.17 (pp.76-92) ISSN:1389-1286 DOI:10.1016/j.comnet.2018.06.008
37. Data Analysis and Modelling of Users’ Behaviour on the Web
  Doctoral thesis
  
  Vassio, Luca
  Politecnico di Torino
  pp.176
38. AWESoME: Big Data for Automatic Web Service Management in SDN
  Article
  
  Trevisan, Martino; Drago, Idilio; Mellia, Marco; Song, Han Hee; Baldi, Mario
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.15 pp.14 (pp.13-26) ISSN:1932-4537 DOI:10.1109/TNSM.2017.2785878
39. Optimization of Computer Aided Detection systems: an evolutionary approach
  Article
  
  Morra, Lia; Coccia, Nunzia; Cerquitelli, Tania
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.100 pp.12 (pp.145-156) ISSN:0957-4174 DOI:10.1016/j.eswa.2018.01.028
40. Highlighter: automatic highlighting of electronic learning documents
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca
  IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
  IEEE
  Vol.6 pp.13 (pp.7-19) ISSN:2168-6750 DOI:10.1109/TETC.2017.2681655
41. Data Mining in Databases: Languages and Indices
  Book chapter
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Meo, R.
  STUDIES IN BIG DATA
  A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years
  Springer (GERMANIA)
  Vol.31 pp.11 (pp.341-351) ISSN:2197-6503 ISBN:9783319618920 DOI:10.1007/978-3-319-61893-7_20
2017
1. Method for detecting web tracking services
  Patent
  
  Mellia, Marco; Metwalley, Hassan; Traverso, Stefano
  N.WO2017093924A1
2. 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
3. Automatic rule generation for flow management in software defined networking networks
  Patent
  
  Baldi, Mario; Hee Song, Han; Nucci, Antonio; Mellia, Marco; Trevisan, Martino; Drago, Idilio
  N.US20190007327A1
4. 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
5. 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
6. 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
7. 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)
8. 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
9. 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
10. 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
11. Frequent Itemset Mining for Big Data
  Doctoral thesis
  
  Pulvirenti, Fabio
  Politecnico di Torino
  DOI:10.6092/polito/porto/2696539
12. 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
13. Scaling associative classification for very large datasets
  Article
  
  Venturini, Luca; Baralis, Elena; Garza, Paolo
  JOURNAL OF BIG DATA
  SpringerOpen
  Vol.4 pp.24 (pp.1-24) ISSN:2196-1115 DOI:10.1186/s40537-017-0107-2
14. Program chairs' message
  Book chapter
  
  Mellia, M; Gill, P.
  CoNEXT '17 The 13th International Conference on emerging Networking EXperiments and Technologies
  ACM (STATI UNITI D'AMERICA)
  Vol.Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies pp.1 ISBN:9781450354226
15. A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data
  Article
  
  Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Michiardi, Pietro
  BIG DATA RESEARCH
  Elsevier Inc.
  Vol.10 pp.17 (pp.53-69) ISSN:2214-5796 DOI:10.1016/j.bdr.2017.10.004
16. Planning stock portfolios by means of weighted frequent itemsets
  Article
  
  Baralis, Elena; Cagliero, Luca; Garza, Paolo
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier Ltd
  Vol.86 pp.17 (pp.1-17) ISSN:0957-4174 DOI:10.1016/j.eswa.2017.05.051
17. WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place
  Article
  
  Scavo, Giuseppe; Ben Houidi, Zied; Traverso, Stefano; Teixeira, Renata; Mellia, Marco
  PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
  ACM
  Vol.1 pp.24 (pp.1-24) ISSN:2573-0142 DOI:10.1145/3134728
18. 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
19. 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
20. 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
21. 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
22. 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)
23. Frequent Itemsets Mining for Big Data: A Comparative Analysis
  Article
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Venturini, Luca
  BIG DATA RESEARCH
  Elsevier Inc.
  Vol.9 pp.17 (pp.67-83) ISSN:2214-5796 DOI:10.1016/j.bdr.2017.06.006
24. Twitter data laid almost bare: An insightful exploratory analyser
  Article
  
  Xiao, Xin; Attanasio, Antonio; Chiusano, SILVIA ANNA; Cerquitelli, Tania
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.90 pp.17 (pp.501-517) ISSN:0957-4174 DOI:10.1016/j.eswa.2017.08.017
25. 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
26. 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
27. 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
28. 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
29. 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
30. Transparent Data Mining for Big and Small Data
  Edited by
  
  Cerquitelli, Tania; Quercia, D.; Pasquale, F.
  STUDIES IN BIG DATA
  Springer (GERMANIA)
  Vol.32 pp.215 (pp.1-215) ISSN:2197-6503 ISBN:9783319540238
31. 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
32. 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
33. Unsupervised methodology to unveil content delivery network structures
  Patent
  
  Giordano, Danilo; Traverso, Stefano; Mellia, Marco; Grimaudo, Luigi; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi; Nucci, Antonio
  N.14/524566
34. 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
35. 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
36. Discovering profitable stocks for intraday trading
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio
  INFORMATION SCIENCES
  Elsevier Inc.
  Vol.405 pp.16 (pp.91-106) ISSN:0020-0255 DOI:10.1016/j.ins.2017.04.013
37. 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
38. 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
39. Machine Learning and Big Data Methodologies for Network Traffic Monitoring
  Doctoral thesis
  
  Giordano, Danilo
  Politecnico di Torino
  DOI:10.6092/polito/porto/2668398
40. Predicting large scale fine grain energy consumption
  Article
  
  Cerquitelli, Tania
  ENERGY PROCEDIA
  Elsevier
  Vol.111 pp.10 (pp.1079-1088) ISSN:1876-6102 DOI:10.1016/j.egypro.2017.03.271
41. Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned
  Article
  
  Trevisan, Martino; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO
  IEEE COMMUNICATIONS MAGAZINE
  IEEE
  Vol.55 pp.7 (pp.163-169) ISSN:0163-6804 DOI:10.1109/MCOM.2017.1600756CM
42. 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
43. 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
44. Predicting critical conditions in bicycle sharing systems
  Article
  
  Cagliero, Luca; Chiusano, SILVIA ANNA; Cerquitelli, Tania; Garza, Paolo; Xiao, Xin
  COMPUTING
  Springer
  Vol.99 pp.19 (pp.39-57) ISSN:0010-485X DOI:10.1007/s00607-016-0505-x
45. Personal Cloud Storage Benchmarks and Comparison
  Article
  
  Bocchi, Enrico; Drago, Idilio; Mellia, Marco
  IEEE TRANSACTIONS ON CLOUD COMPUTING
  IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
  Vol.5 pp.14 (pp.751-764) ISSN:2168-7161 DOI:10.1109/TCC.2015.2427191
2016
1. DeCoClu: Density consensus clustering approach for public transport data
  Article
  
  Fiori, A.; Mignone, A.; Rospo, G.
  INFORMATION SCIENCES
  ELSEVIER SCIENCE INC
  Vol.328 pp.11 (pp.378-388) ISSN:0020-0255 DOI:10.1016/j.ins.2015.08.054
2. METODO PER L’ESPLORAZIONE DI TRACCE PASSIVE DI TRAFFICO E RAGGRUPPAMENTO DI URL SIMILI
  Patent
  
  Mellia, M; Metwalley, H; Bocchi, E.; Morichetta, A.
  N.102016000091521
3. Automatic parsing of binary-based application protocols using network traffic
  Patent
  
  Bermudez, Ignacio; Iliofotou, Marios; Mellia, Marco; Keralapura, Ram; Munafo', MAURIZIO MATTEO
  N.US009473380
4. 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
5. 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
6. 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
7. Fast distributed k-nn graph update
  Proceeding
  
  Debatty, Thibault; Michiardi, Pietro; Wees, Wim; Pulvirenti, Fabio
  In: Third International Workshop on High Performance Big Graph Data Management, Analysis, and Mining (BigGraphs 2016)
  IEEE
  Third International Workshop on High Performance Big Graph Data Management, Analysis, and Mining (BigGraphs 2016) (Washington (USA)) 5 - 12 - 2016
  Vol.Proceedings of IEEE International Conference on Big Data (Big Data), 2016 pp.10 (pp.3308-3317) ISBN:9781467390057 DOI:10.1109/BigData.2016.7840990
8. BGPStream: A Software Framework for Live and Historical BGP Data Analysis
  Proceeding
  
  Orsini, Chiara; King, Alistair; Giordano, Danilo; Giotsas, Vasileios; Dainotti, Alberto
  In: Proceedings of the 2016 ACM on Internet Measurement Conference
  ACM (STATI UNITI D'AMERICA)
  Internet Measurement Conference (Santa Monica, California, USA) November 14 - 16, 2016
  pp.16 (pp.429-444) ISBN:9781450345262 DOI:10.1145/2987443.2987482
9. New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, Proceedings
  Edited by
  
  Ivanovic, Mirjana; Thalheim, Bernhard; Catania, Barbara; Schewe, Klaus Dieter; Kirikova, Marite; Saloun, Petr; Dahanayake, Ajantha; Cerquitelli, Tania; Baralis, ELENA MARIA; Michiardi, Pietro
  Springer (GERMANIA)
  Vol.637 pp.244 (pp.1-244) ISBN:9783319440651
10. Supporting stock trading in multiple foreign markets: a multilingual news summarization approach
  Proceeding
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania
  In: Proceedings of the Second International Workshop on Data Science for Macro-Modeling (DSMM@SIGMOD 2016) co-located with the 2016 ACM SIGMOD/PODS Conference
  ACM (STATI UNITI D'AMERICA)
  Second International Workshop on Data Science for Macro-Modeling (DSMM@SIGMOD 2016) co-located with the 2016 ACM SIGMOD/PODS Conference (San Francisco, CA, USA) 26 giugno 2016 - 1 luglio 2016
  Vol.3 pp.6 (pp.1-6) ISBN:9781450344074 DOI:10.1145/2951894
11. Data mining for better healthcare: A path towards automated data analysis?
  Proceeding
  
  Cerquitelli, Tania; Baralis, Elena; Morra, Lia; Chiusano, Silvia
  In: 2016 IEEE 32nd International Conference on Data Engineering Workshops, ICDEW 2016
  Institute of Electrical and Electronics Engineers Inc.
  32nd IEEE International Conference on Data Engineering Workshops, ICDEW 2016 (Helsinkin) 2016
  pp.4 (pp.60-63) ISBN:9781509021086 DOI:10.1109/ICDEW.2016.7495617
12. Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis
  Proceeding
  
  Casas, Pedro; D'Alconzo, Alessandro; Zseby, Tanja; Mellia, Marco
  In: Proceeding LANCOMM '16 Proceedings of the 2016 workshop on Fostering Latin-American Research in Data Communication Networks
  ACM (STATI UNITI D'AMERICA)
  ACM SIGCOMM workshop on Fostering Latin-American Research in Data Communication Networks (Florianopolis, Brazil) August 2016
  pp.3 (pp.1-3) ISBN:9781450344265 DOI:10.1145/2940116.2940117
13. An Educated Guess on QoE in Operational Networks through Large-Scale Measurements
  Proceeding
  
  Casas, Pedro; Gardlo, Bruno; Schatz, Raimund; Mellia, Marco
  In: Proceeding Internet-QoE '16 Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks
  ACM (STATI UNITI D'AMERICA)
  ACM SIGCOMM workshop on QoE-based Analysis and Management of Data Communication Networks (Florianopolis, Brazil) August 2016
  pp.6 (pp.-1) ISBN:9781450344258 DOI:10.1145/2940136.2940137
14. Impact of Access Line Capacity on Adaptive Video Streaming Quality - A Passive Perspective
  Proceeding
  
  Trevisan, Martino; Drago, Idilio; Mellia, Marco
  In: Proceedings of the 2016 Workshop on QoE-based Analysis and Management of Data Communication Networks
  ACM (STATI UNITI D'AMERICA)
  Internet-QoE '16 - ACM SIGCOMM Workshop on QoE-based Analysis and Management of Data Communication Networks (Florianopolis, Brasil) August 2016
  pp.6 (pp.7-12) ISBN:9781450344258 DOI:10.1145/2940136.2940139
15. CrowdSurf: Empowering Informed Choices in the Web
  Proceeding
  
  Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, S.; Baldi, Mario
  In: ACM SIGCOMM 2016
  ACM
  ACM SIGCOMM 2016 (Florianópolis) Agosto
  pp.8 (pp.5-12)
16. WHAT: A Big Data Approach for Accounting of Modern Web Services
  Proceeding
  
  Trevisan, Martino; Drago, Idilio; Mellia, Marco; H. H., Song; Baldi, Mario
  In: 2016 IEEE International Conference on Big Data (Big Data)
  IEEE (STATI UNITI D'AMERICA)
  IEEE Workshop on Big Data and Machine Learning in Telecom (BMLIT) (Washington) December 2016
  pp.6 (pp.2740-2745) ISBN:9781467390057 DOI:10.1109/BigData.2016.7840921
17. Detecting user actions from HTTP traces: Toward an automatic approach
  Proceeding
  
  Vassio, Luca; Drago, Idilio; Mellia, Marco
  In: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International
  IEEE (STATI UNITI D'AMERICA)
  7th International Workshop on TRaffic Analysis and Characterization (Paphos, Cyprus) September 2016
  pp.6 (pp.50-55) ISBN:9781509003044 DOI:10.1109/IWCMC.2016.7577032
18. Towards web service classification using addresses and DNS
  Proceeding
  
  Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO
  In: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International
  IEEE (STATI UNITI D'AMERICA)
  7th International Workshop on TRaffic Analysis and Characterization (Paphos, Cyprus) September 2016
  pp.6 (pp.38-43) ISBN:9781509003044 DOI:10.1109/IWCMC.2016.7577030
19. A study of the impact of DNS resolvers on CDN performance using a causal approach
  Article
  
  Hours, Hadrien; Biersack, Ernst; Loiseau, Patrick; Finamore, Alessandro; Mellia, Marco
  COMPUTER NETWORKS
  Elsevier
  Vol.109 pp.11 (pp.200-210) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.06.023
20. Workload models and performance evaluation of cloud storage services
  Article
  
  Gonçalves, Glauber D; Drago, Idilio; Vieira, Alex B.; COUTO DA SILVA, ANA PAULA; Almeida, Jussara M.; Mellia, Marco
  COMPUTER NETWORKS
  Elsevier
  Vol.109 pp.17 (pp.183-199) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.03.024
21. MAGMA network behavior classifier for malware traffic
  Article
  
  Bocchi, Enrico; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Saha, Sabyasachi; Miskovic, Stanislav; Modelo Howard, Gaspar; Lee, Sung Ju
  COMPUTER NETWORKS
  Elsevier
  Vol.109 pp.15 (pp.142-156) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.03.021
22. Enhancing energy efficiency in buildings through innovative data analytics technologies
  Book chapter
  
  Capozzoli, Alfonso; Cerquitelli, Tania; Piscitelli, MARCO SAVINO
  Pervasive Computing Next Generation Platforms for Intelligent Data Collection
  Academic Press (STATI UNITI D'AMERICA)
  pp.37 (pp.353-389) ISBN:9780128036631 DOI:10.1016/B978-0-12-803663-1.00011-5
23. Performance comparison and optimization of ICN prototypes
  Proceeding
  
  SAFARI KHATOUNI, Ali; Mellia, Marco; Venturini, Luca; Gallo, Massimo; Perino, Diego
  In: Proceedings of the Information Centric Networking Solutions for Real World Applications Workshop
  IEEE (STATI UNITI D'AMERICA)
  Information Centric Networking Solutions for Real World Applications Workshop co-located with the 2016 IEEE Global Communications Conference (Washington DC (USA)) December 8, 2016
  pp.6 ISBN:9781509024827 DOI:10.1109/GLOCOMW.2016.7848997
24. A spectral analysis of crimes in San Francisco
  Proceeding
  
  Venturini, Luca; Baralis, ELENA MARIA
  In: Proceedings of the 2nd International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics
  ACM
  UrbanGIS 16 (Burlingame, California (USA)) October 31 - 31, 2016
  pp.4 ISBN:9781450345835 DOI:10.1145/3007540.3007544
25. Reducing big data by means of context-aware tailoring
  Proceeding
  
  Garza, Paolo; Quintarelli, Elisa; Rabosio, Emanuele; Tanca, Letizia
  In: Proceedings of the 20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 and Workshop on 3rd International Workshop on Big Data Applications and Principles, BigDap 2016, 2nd Workshop on Data-Centered Smart Applications, DCSA 2016, Workshop on Doctoral Consortium, DC 2016
  Springer Verlag
  20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 and Workshop on 3rd International Workshop on Big Data Applications and Principles, BigDap 2016, 2nd Workshop on Data-Centered Smart Applications, DCSA 2016, Workshop on Doctoral Consortium, DC 2016 (Prague) August 28-31, 2016
  Vol.637 pp.13 (pp.115-127) ISBN:9783319440651 DOI:10.1007/978-3-319-44066-8_13
26. Discovering users with similar internet access performance through cluster analysis
  Article
  
  Cerquitelli, Tania; Servetti, Antonio; Masala, Enrico
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.64 pp.13 (pp.536-548) ISSN:0957-4174 DOI:10.1016/j.eswa.2016.08.025
27. MONROE, a distributed platform to measure and assess mobile broadband networks
  Proceeding
  
  Alay, Özgü; Hansen, Audun; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Monno, Roberto; Lonsethagen, Hakon; Lutu, Andra; García, Rafael; Peón Quirós, Miguel; Mancuso, Vincenzo; Hirsch, Thomas; Dely, Tobias; Werme, Jonas; Evensen, Kristian
  In: Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation, and Characterization
  ACM (STATI UNITI D'AMERICA)
  Proceeding WiNTECH '16 (New York) 3 October 2016
  pp.2 (pp.85-86) ISBN:9781450342520 DOI:10.1145/2980159.2980172
28. DBStream: A holistic approach to large-scale network traffic monitoring and analysis
  Article
  
  Baer, Arian; Casas, Pedro; D'Alconzo, Alessandro; Fiadino, Pierdomenico; Golab, Lukasz; Mellia, Marco; Schikuta, Erich
  COMPUTER NETWORKS
  Elsevier
  Vol.107 pp.15 (pp.5-19) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.04.020
29. Statistical network monitoring: Methodology and application to carrier-grade NAT
  Article
  
  Bocchi, Enrico; SAFARI KHATOUNI, Ali; Traverso, Stefano; Finamore, Alessandro; Munafo', MAURIZIO MATTEO; Mellia, Marco; Rossi, DARIO GIACOMO
  COMPUTER NETWORKS
  Elsevier
  Vol.107 pp.16 (pp.20-35) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.06.018
30. A First Characterization of Anycast Traffic from Passive Traces
  Proceeding
  
  Giordano, Danilo; Cicalese, Danilo; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Joumblatt, Diana Zeaiterl; Rossi, Dario
  In: Traffic Monitoring and Analysis workshop (TMA)
  IFIP
  Traffic Monitoring and Analysis workshop (TMA) (Louvain La Neuve, BE) April 2016
  pp.8 (pp.1-8)
31. Discovering air quality patterns in urban environments
  Proceeding
  
  Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Ricupero, Giuseppe
  In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct
  ACM (STATI UNITI D'AMERICA)
  2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct (UbiComp '16) (Heidelberg (Germany)) 12-16 Settembre 2016
  pp.4 (pp.25-28) ISBN:9781450344623 DOI:10.1145/2968219.2971458
32. BAC: A bagged associative classifier for big data frameworks
  Proceeding
  
  Venturini, Luca; Garza, Paolo; Apiletti, Daniele
  In: Communications in Computer and Information Science
  Springer Verlag
  3rd International Workshop on Big Data Applications and Principles, BigDap 2016, co-located with the 20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 (Prague, Czech Republic) 28-8-2016
  Vol.637 pp.10 (pp.137-146) ISBN:9783319440651 DOI:10.1007/978-3-319-44066-8_15
33. SaFe-NeC: A scalable and flexible system for network data characterization
  Proceeding
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Venturini, Luca
  In: Proceedings of the NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium
  Institute of Electrical and Electronics Engineers Inc.
  2016 IEEE/IFIP Network Operations and Management Symposium, NOMS 2016 (Istanbul (Turkey)) 2016
  pp.5 (pp.812-816) ISBN:9781509002238 DOI:10.1109/NOMS.2016.7502905
34. Measuring and assessing mobile broadband networks with MONROE
  Proceeding
  
  Alay, Ozgu; Lutu, Andra; Garcia, Rafael; Peon Quiros, Miguel; Mancuso, Vincenzo; Hirsch, Thomas; Dely, Tobias; Werme, Jonas; Evensen, Kristian; Hansen, Audun; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Monno, Roberto; Lonsethagen, Hakon
  In: WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks
  Institute of Electrical and Electronics Engineers Inc. (STATI UNITI D'AMERICA)
  17th International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2016 (Coimbra) june 2016
  pp.3 (pp.1-3) ISBN:9781509021857 DOI:10.1109/WoWMoM.2016.7523537
35. SeLINA: a Self-Learning Insightful Network Analyzer
  Article
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, Danilo; Mellia, Marco; Venturini, Luca
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE
  Vol.13 pp.15 (pp.696-710) ISSN:1932-4537 DOI:10.1109/TNSM.2016.2597443
36. Delay tolerant video upload from public vehicles
  Proceeding
  
  SAFARI KHATOUNI, Ali; AJMONE MARSAN, Marco Giuseppe; Mellia, Marco
  In: Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on
  ieeE - INST ELECTRICAL ELECTRONICS ENGINEERS INCe (STATI UNITI D'AMERICA)
  Smart Cities and Urban Computing (SmartCity 2016) (San Francisco) April 2016
  pp.6 (pp.213-218) ISBN:9781467399555 DOI:10.1109/INFCOMW.2016.7562074
37. Video upload from public transport vehicles using multihomed systems
  Proceeding
  
  SAFARI KHATOUNI, Ali; AJMONE MARSAN, Marco Giuseppe; Mellia, Marco
  In: Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on
  IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
  Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on (San Francisco) April 2016
  pp.2 (pp.306-307) DOI:10.1109/INFCOMW.2016.7562091
38. The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios
  Book chapter
  
  Vassio, Luca; Metwalley, Hassan; Giordano, Danilo
  LECTURE NOTES IN INFORMATION SYSTEMS AND ORGANISATION
  Blurring the Boundaries Through Digital Innovation: Individual, Organizational, and Societal Challenges
  Springer International Publishing
  Vol.19 pp.11 (pp.119-129) ISSN:2195-4968 ISBN:9783319389745 DOI:10.1007/978-3-319-38974-5_10
39. Network interface power management and TCP congestion control: a troubled marriage
  Article
  
  Panarello, Carla; Lombardo, Alfio; Schembra, Giovanni; Meo, Michela; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe
  AUSTRALIAN JOURNAL OF ELECTRICAL & ELECTRONICS ENGINEERING
  Taylor Francis
  Vol.13 pp.10 (pp.67-76) ISSN:1448-837X DOI:10.1080/1448837X.2015.1093678
40. Supporting the analysis of urban data through NOSQL technologies
  Proceeding
  
  Attanasio, Antonio; Cerquitelli, Tania; Chiusano, SILVIA ANNA
  In: Proceedings of the 7th International Conference on Information, Intelligence, Systems and Applications (IISA)
  IEEE
  The 7th International Conference on Information, Intelligence, Systems and Applications (Chalkidiki, Greece) 13-15 July, 2016
  pp.6 (pp.1-6)
41. Analyzing Air Pollution on the Urban Environment
  Proceeding
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Kavoosifar, MOHAMMAD REZA
  In: Proceedings of the 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2016
  IEEE
  Proceedings of the 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2016 (Opatija) 30 maggio - 3giugno 2016
  pp.6 (pp.1464-1469) ISBN:9789532330861 DOI:10.1109/MIPRO.2016.7522370
42. Towards automatic protocol field inference
  Article
  
  Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO
  COMPUTER COMMUNICATIONS
  Elsevier
  Vol.84 pp.12 (pp.40-51) ISSN:0140-3664 DOI:10.1016/j.comcom.2016.02.015
43. Data Mining Techniques for Complex User-Generated Data
  Doctoral thesis
  
  Xiao, Xin
  Politecnico di Torino
  pp.155 DOI:10.6092/polito/porto/2644046
44. Learning from summaries: supporting e-learning activities by means of document summarization
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca
  IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
  IEEE
  Vol.4 pp.13 (pp.416-428) ISSN:2168-6750 DOI:10.1109/TETC.2015.2493338
45. Unveiling network and service performance degradation in the wild with mplane
  Article
  
  Casas, Pedro; Fiadino, Pierdomenico; Wassermann, Sarah; Traverso, Stefano; D'Alconzo, Alessandro; Tego, Edion; Matera, Francesco; Mellia, Marco
  IEEE COMMUNICATIONS MAGAZINE
  Institute of Electrical and Electronics Engineers Inc.
  Vol.54 pp.9 (pp.71-79) ISSN:0163-6804 DOI:10.1109/MCOM.2016.7432151
46. 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
47. Turbomachinery design by a swarm-based optimization method coupled with a CFD solver
  Article
  
  Ampellio, Enrico; Bertini, Francesco; Ferrero, Andrea; Larocca, Francesco; Vassio, Luca
  ADVANCES IN AIRCRAFT AND SPACECRAFT SCIENCE
  Techno-Press
  Vol.3 pp.22 (pp.149-170) ISSN:2287-528X DOI:10.12989/aas.2016.3.2.149
48. A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses
  Article
  
  Ampellio, Enrico; Vassio, Luca
  SWARM INTELLIGENCE
  Springer New York LLC
  Vol.10 pp.23 (pp.99-121) ISSN:1935-3812 DOI:10.1007/s11721-016-0121-6
49. 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
50. Characterization and search of web services through intensional knowledge
  Article
  
  Bianchini, Devis; Garza, Paolo; Quintarelli, Elisa
  JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
  Springer
  Vol.47 pp.27 (pp.375-401) ISSN:0925-9902 DOI:10.1007/s10844-015-0369-0
51. 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
52. 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)
53. Using Passive Measurements to Demystify Online Trackers
  Article
  
  Metwalley, Hassan; Traverso, Stefano; Mellia, Marco
  COMPUTER
  IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
  Vol.49 pp.6 (pp.50-55) ISSN:0018-9162 DOI:10.1109/MC.2016.74
54. Exploiting clustering algorithms in a multiple-level fashion: A comparative study in the medical care scenario
  Article
  
  Cerquitelli, Tania; Chiusano, SILVIA ANNA; Xiao, Xin
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier
  Vol.55 pp.16 (pp.297-312) ISSN:0957-4174 DOI:10.1016/j.eswa.2016.02.005
2015
1. 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
2. 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
3. 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
4. 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
5. YouLighter: A Cognitive Approach to Unveil YouTube CDN and Changes
  Article
  
  Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi
  IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
  IEEE
  Vol.1 pp.14 (pp.161-174) ISSN:2332-7731 DOI:10.1109/TCCN.2016.2517004
6. 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
7. 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
8. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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
15. CrowdSurf: Empowering Transparency in the Web
  Article
  
  Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, Stanislav; Baldi, Mario
  COMPUTER COMMUNICATION REVIEW
  ACM
  Vol.45 pp.8 (pp.5-12) ISSN:0146-4833 DOI:10.1145/2831347.2831349
16. 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
17. 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
18. 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
19. Automatic parsing of text-based application protocols using network traffic data
  Patent
  
  Iliofotou, M.; Keralapura, R.; Mellia, Marco; Bermudez, I.
  N.US 9,100,326 B1
20. Detecting malicious activities with user-agent-based profiles
  Article
  
  Zhang, Yang; Mekky, Hesham; Zhang, Zhi Li; Torres, Ruben; Lee, Sung Ju; Tongaonkar, Alok; Mellia, Marco
  INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
  John Wiley and Sons Ltd
  Vol.25 pp.14 (pp.306-319) ISSN:1055-7148 DOI:10.1002/nem.1900
21. 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
22. 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
23. Crowdsourced network measurements: Benefits and best practices
  Article
  
  Hirth, Matthias; Hoßfeld, Tobias; Mellia, Marco; Schwartz, Christian; Lehrieder, Frank
  COMPUTER NETWORKS
  Elsevier
  Vol.90 pp.14 (pp.85-98) ISSN:1389-1286 DOI:10.1016/j.comnet.2015.07.003
24. 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
25. MWI-sum: A multilingual summarizer based on frequent weighted itemsets
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Garza, Paolo
  ACM TRANSACTIONS ON INFORMATION SYSTEMS
  ACM
  Vol.34 pp.35 (pp.1-35) ISSN:1046-8188 DOI:10.1145/2809786
26. 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
27. Digging deep into weighted patient data through multiple-level patterns
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo
  INFORMATION SCIENCES
  Elsevier
  Vol.322 pp.21 (pp.51-71) ISSN:0020-0255 DOI:10.1016/j.ins.2015.06.006
28. Pattern Set Mining with Schema-based Constraint
  Article
  
  Cagliero, Luca; Chiusano, SILVIA ANNA; Garza, Paolo; Bruno, Giulia
  KNOWLEDGE-BASED SYSTEMS
  Elsevier
  Vol.84 pp.15 (pp.224-238) ISSN:0950-7051 DOI:10.1016/j.knosys.2015.04.023
29. 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
30. 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)
31. An Expert CAD Flow for Incremental Functional Diagnosis of Complex Electronic Boards
  Article
  
  Bolchini, C.; Cassano, L.; Garza, Paolo; Quintarelli, E.; Salice, F.
  IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
  IEEE
  Vol.34 pp.14 (pp.835-848) ISSN:0278-0070 DOI:10.1109/TCAD.2015.2396997
32. 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
33. MeTA: Characterization of medical treatments at different abstraction levels
  Article
  
  Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Mahoto, NAEEM AHMED
  ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
  ACM New York, NY, USA
  Vol.6 pp.25 (pp.1-25) ISSN:2157-6904 DOI:10.1145/2700479
34. Scalable out-of-core itemset mining
  Article
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
  INFORMATION SCIENCES
  Elsevier
  Vol.293 pp.17 (pp.146-162) ISSN:0020-0255 DOI:10.1016/j.ins.2014.08.073
35. Neighborhood Filtering Strategies for Overlay Construction in P2P-TV Systems: Design and Experimental Comparison
  Article
  
  Traverso, Stefano; Luca, Abeni; Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Renato Lo, Cigno; Mellia, Marco
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
  pp.14 (pp.741-754) ISSN:1063-6692 DOI:10.1109/TNET.2014.2307157
2014
1. ConChi: Pattern change mining from mobile context-aware data
  Book chapter
  
  Cagliero, Luca
  Research and Design Innovations for Mobile User Experience
  IGI Global
  pp.23 (pp.263-285) ISBN:9781466644472 DOI:10.4018/978-1-4666-4446-5.ch014
2. 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
3. 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)
4. 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
5. 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
6. 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
7. 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
8. Message Passing Optimization of Harmonic Influence Centrality
  Article
  
  Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, A.
  IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
  IEEE
  Vol.1 pp.12 (pp.109-120) ISSN:2325-5870 DOI:10.1109/TCNS.2014.2304870
9. A Distributed Architecture for the Monitoring of Clouds and CDNs: Applications to Amazon AWS
  Article
  
  Ignacio, Bermudez; Traverso, Stefano; Munafo', MAURIZIO MATTEO; Mellia, Marco
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
  Vol.11 pp.14 (pp.516-529) ISSN:1932-4537 DOI:10.1109/TNSM.2014.2362357
10. 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
11. 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
12. 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
13. 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
14. RIB: A Robust Itemset-based Bayesian approach to classification
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca
  KNOWLEDGE-BASED SYSTEMS
  ELSEVIER
  Vol.71 pp.10 (pp.366-375) ISSN:0950-7051 DOI:10.1016/j.knosys.2014.08.015
15. TUCAN: Twitter User Centric ANalyzer
  Book chapter
  
  Grimaudo, Luigi; H., Song; Baldi, Mario; Mellia, Marco; Munafo', MAURIZIO MATTEO
  Online Social Media Analysis and Visualization
  Springer International Publishing (CANADA)
  pp.17 (pp.63-79) ISBN:9783319135892 DOI:10.1007/978-3-319-13590-8_4
16. Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding
  Book
  
  Fiori, Alessandro
  IGI Global
  pp.363 (pp.1-363) ISBN:9781466650190 DOI:10.4018/978-1-4666-5019-0
17. Analysis of Medical Treatments Using Data Mining Techniques
  Article
  
  Xiao, Xin; Chiusano, SILVIA ANNA
  THE IEEE INTELLIGENT INFORMATICS BULLETIN
  IEEE Computer Society
  Vol.15 pp.2 (pp.30-31) ISSN:1727-5997
18. Discerning web content and services based on real-time DNS tagging
  Patent
  
  Ram, Keralapura; Mellia, Marco; BERMUDEZ CORRALES, IGNACIO NICOLAS; Antonio, Nucci
  N.8819227
19. A Telecom Analytics Framework for Dynamic Quality of Service Management
  Proceeding
  
  Guadamillas, A.; López, M. A.; Maravitsas, N.; Mozo, A.; 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.30 (pp.103-132)
20. 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
21. 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)
22. A Case Study of a Laboratory Information System Developed at the Institute for Cancer Research at Candiolo
  Book chapter
  
  Fiori, Alessandro; Grand, Alberto; Alberto, Piero; Emanuele, Geda; Brundu, FRANCESCO GAVINO; Schioppa, Domenico; Andrea, Bertotti
  Laboratory Management Information Systems: Current Requirements and Future Perspectives
  IGI Global
  pp.28 (pp.252-279) ISBN:9781466663206 DOI:10.4018/978-1-4666-6320-6.ch013
23. Multilevel bandwidth measurements and capacity exploitation in gigabit passive optical networks
  Article
  
  Arianna, Rufini; Edion, Tego; Mellia, Marco; Francesco, Matera
  IET COMMUNICATIONS
  IET - Institution of Engineering and Technology
  pp.9 (pp.1-9) ISSN:1751-8628 DOI:10.1049/iet-com.2014.0165
24. Spread of Evaluation Measures for Microarray Clustering
  Book chapter
  
  Bruno, Giulia; Fiori, Alessandro
  Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data
  Wiley
  pp.22 (pp.569-590) ISBN:9781118132739
25. 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
26. mPlane: an intelligent measurement plane for the internet
  Article
  
  Brian, Trammell; Pedro, Casas; Dario, Rossi; Arian, Bar; Zied, Houidi; Ilias, Leontiadis; Tivadar, Szemethy; Mellia, Marco
  IEEE COMMUNICATIONS MAGAZINE
  IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
  Vol.52 pp.9 (pp.148-156) ISSN:0163-6804 DOI:10.1109/MCOM.2014.6815906
27. Information Extraction from Microarray Data: a survey of data mining techniques
  Article
  
  Fiori, Alessandro; Grand, Alberto; Bruno, Giulia; Brundu, FRANCESCO GAVINO; Domenico, Schioppa; Andrea, Bertotti
  JOURNAL OF DATABASE MANAGEMENT
  IGI Global
  Vol.25 pp.30 (pp.29-58) ISSN:1063-8016 DOI:10.4018/jdm.2014010102
28. 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
29. 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
30. 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)
31. 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
32. Anomaly detection in diurnal data
  Article
  
  Felipe, Mata; Piotr, Żuraniewski; Michel, Mandjes; Mellia, Marco
  COMPUTER NETWORKS
  Elsevier
  Vol.60 pp.14 (pp.187-200) ISSN:1389-1286 DOI:10.1016/j.bjp.2013.11.011
33. A performance comparison of hose rate controller approaches for P2P-TV applications
  Article
  
  Traverso, Stefano; C., Kiraly; Leonardi, Emilio; Mellia, Marco
  COMPUTER NETWORKS
  Elsevier
  Vol.69 pp.20 (pp.101-120) ISSN:1389-1286 DOI:10.1016/j.comnet.2014.04.010
34. Expressive generalized itemsets
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; D’Elia, V.; Garza, Paolo
  INFORMATION SCIENCES
  Elsevier
  Vol.278 pp.17 (pp.327-343) ISSN:0020-0255 DOI:10.1016/j.ins.2014.03.056
35. Twitter data analysis by means of Strong Flipping Generalized Itemsets
  Article
  
  Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Grimaudo, Luigi
  THE JOURNAL OF SYSTEMS AND SOFTWARE
  Elsevier
  Vol.94 pp.14 (pp.16-29) ISSN:0164-1212 DOI:10.1016/j.jss.2014.03.060
36. Energy efficiency in access and aggregation networks: From current traffic to potential savings
  Article
  
  Edoardo, Bonetto; Finamore, Alessandro; Mellia, Marco; Riccardo, Fiandra
  COMPUTER NETWORKS
  Elsevier
  Vol.65 pp.16 (pp.151-166) ISSN:1389-1286 DOI:10.1016/j.comnet.2014.03.008
37. Self-learning classifier for internet traffic
  Patent
  
  Ram, Keralapura; Mellia, Marco; Grimaudo, Luigi
  N.US 8694630 B1
38. 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
39. 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
40. 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
41. Data Mining Algorithms for Internet Data: from Transport to Application Layer
  Doctoral thesis
  
  Grimaudo, Luigi
  Politecnico di Torino
  pp.186 DOI:10.6092/polito/porto/2537089
42. Feature interview with Antonio Nucci: chief technology officer of narus, winner of the "CTO of the year"
  Article
  
  Mellia, Marco
  COMPUTER COMMUNICATION REVIEW
  ACM
  Vol.44 pp.3 (pp.53-55) ISSN:0146-4833 DOI:10.1145/2567561.2567571
43. New Trends in Databases and Information Systems, 17th East European Conference on Advances in Databases and Information Systems, ADBIS 2013, Genoa, Italy, September 1-4, 2013. Proceedings II
  Edited by
  
  Catania, B.; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Guerrini, G.; Kämpf, M.; Kemper, A.; Novikov, B.; Palpanas, T.; Pokorný, J.; Vakali, A.
  Springer (GERMANIA)
  Vol.241 pp.398 (pp.1-398) ISBN:9783319018621
44. Internationalization services for small and medium enterprises: a case study
  Book chapter
  
  Buggea, E.; Castiglione, Roberto; Cerquitelli, Tania; Grosso, L.; Rontini, G.; Scolari, A.; Xiang, L.
  Effective Human Resources Management in Small and Medium Enterprises: Global Perspectives
  IGI Global
  pp.22 (pp.393-414) ISBN:9781466647312 DOI:10.4018/978-1-4666-4731-2.ch019
45. Internet Technologies to Support SMEs’ Growth in New Markets
  Book chapter
  
  Cerquitelli, Tania; Chianese, S.; Ferrero Merlino, C.; Raimondi, F.; Scapeccia, G.; Spagnuolo, M. Zolotukhina I.
  Information systems for small and medium-sized enterprises
  Springer Berlin Heidelberg
  pp.24 (pp.375-398) ISBN:9783642382437 DOI:10.1007/978-3-642-38244-4_19
46. SeLeCT: Self-Learning Classifier for Internet Traffic
  Article
  
  Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Ram, Keralapura
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
  pp.14 (pp.144-157) ISSN:1932-4537 DOI:10.1109/TNSM.2014.011714.130505
47. Combining semantics and social knowledge for news article summarization
  Book chapter
  
  Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Jabeen, Saima; Shah, Sajid
  Data Mining and Analysis in the Engineering Field
  IGI Global (USA) (STATI UNITI D'AMERICA)
  pp.22 (pp.209-230) ISBN:9781466660861 DOI:10.4018/978-1-4666-6086-1.ch012
48. Misleading Generalized Itemset discovery
  Article
  
  Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Grimaudo, Luigi
  EXPERT SYSTEMS WITH APPLICATIONS
  ELSEVIER
  Vol.41 pp.11 (pp.1400-1410) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.08.039
49. Infrequent Weighted Itemset Mining Using Frequent Pattern Growth
  Article
  
  Cagliero, Luca; Garza, Paolo
  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
  IEEE COMPUTER SOCIETY
  Vol.26 pp.13 (pp.903-915) ISSN:1041-4347 DOI:10.1109/TKDE.2013.69
50. 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. Visualization of high-level associations from Twitter data
  Book chapter
  
  Cagliero, Luca; Mahoto, N. A.
  ADVANCES IN EDUCATIONAL TECHNOLOGIES AND INSTRUCTIONAL DESIGN BOOK SERIES
  Packaging Digital Information for Enhanced Learning and Analysis: Data Visualization, Spatialization, and Multidimensionality
  IGI Global
  pp.20 (pp.164-183) ISSN:2326-8905 ISBN:9781466644632 DOI:10.4018/978-1-4666-4462-5.ch008
2. Wireless Sensor Network Design for Energy-Efficient Monitoring
  Book chapter
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania
  In Intelligent Technologies and Techniques for Pervasive Computing
  IGI Global
  pp.23 (pp.134-156) ISBN:9781466640382 DOI:10.4018/978-1-4666-4038-2.ch007
3. 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
4. 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
5. GraphSum: discovering correlations among multiple terms for graph-based summarization
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Mahoto, NAEEM AHMED
  INFORMATION SCIENCES
  Elsevier
  Vol.249 pp.14 (pp.96-109) ISSN:0020-0255 DOI:10.1016/j.ins.2013.06.046
6. 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
7. 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
8. 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
9. 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
10. Modeling sleep mode gains in energy-aware networks
  Article
  
  Luca, Chiaraviglio; Delia, Ciullo; Mellia, Marco; Meo, Michela
  COMPUTER NETWORKS
  Elsevier
  Vol.57 pp.16 (pp.3051-3066) ISSN:1389-1286 DOI:10.1016/j.comnet.2013.07.011
11. NetCluster: A clustering-based framework to analyze internet passive measurements data
  Article
  
  Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco
  COMPUTER NETWORKS
  Elsevier
  Vol.57 pp.16 (pp.3300-3315) ISSN:1389-1286 DOI:10.1016/j.comnet.2013.07.019
12. 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
13. 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
14. 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
15. 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
16. 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
17. Reviewing Traffic ClassificationData Traffic Monitoring and Analysis
  Book chapter
  
  Silvio, Valenti; Dario, Rossi; Alberto, Dainotti; Antonio, Pescapè; Finamore, Alessandro; Mellia, Marco
  Lecture Notes in Computer ScienceData Traffic Monitoring and Analysis
  Springer (GERMANIA)
  Vol.7754 pp.25 (pp.123-147) ISBN:9783642367830 DOI:10.1007/978-3-642-36784-7_6
18. 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
19. 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)
20. 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
21. 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
22. Fault detection analysis of building energy consumption using Data Mining techniques
  Article
  
  Khan, Imran; Capozzoli, Alfonso; Corgnati, STEFANO PAOLO; Cerquitelli, Tania
  ENERGY PROCEDIA
  ELSEVIER
  Vol.42 pp.10 (pp.557-566) ISSN:1876-6102 DOI:10.1016/j.egypro.2013.11.057
23. Early prediction of the highest workload in incremental cardiopulmonary tests
  Article
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; D'Elia, Vincenzo; Molinari, R.; Susta, Davide
  ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
  ACM New York, NY, USA
  Vol.4 pp.20 (pp.1-20) ISSN:2157-6904 DOI:10.1145/2508037.2508051
24. Analysis of diabetic patients through their examination history
  Article
  
  Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED
  EXPERT SYSTEMS WITH APPLICATIONS
  Elsevier Ltd
  Vol.40 pp.7 (pp.4672-4678) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.02.006
25. 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
26. Itemset generalization with cardinality-based constraints
  Article
  
  Cagliero, Luca; Garza, Paolo
  INFORMATION SCIENCES
  ELSEVIER
  Vol.244 pp.14 (pp.161-174) ISSN:0020-0255 DOI:10.1016/j.ins.2013.05.008
27. 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
28. Multi-document summarization based on the Yago ontology
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Jabeen, Saima; Shah, Sajid
  EXPERT SYSTEMS WITH APPLICATIONS
  ELSEVIER
  Vol.40 pp.9 (pp.6976-6984) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.06.047
29. Scaling data mining activities on very large datasets
  Doctoral thesis
  
  Grand, Alberto
  Politecnico di Torino
  pp.146
30. Anomaly detection in medical treatment to discover unusual patient management
  Article
  
  Antonelli, Dario; Bruno, Giulia; Chiusano, SILVIA ANNA
  IIE TRANSACTIONS ON HEALTHCARE SYSTEMS ENGINEERING
  John W. Fowler
  Vol.3 pp.28 (pp.69-77) ISSN:1948-8300 DOI:10.1080/19488300.2013.787564
31. Analyzing Twitter User-Generated Content changes
  Book chapter
  
  Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
  Data Mining in Dynamic Social Networks and Fuzzy Systems
  IGI Global (USA) (STATI UNITI D'AMERICA)
  pp.23 (pp.87-109) ISBN:9781466642133 DOI:10.4018/978-1-4666-4213-3.ch005
32. Dynamic social network mining: issues and prospects
  Book chapter
  
  Cagliero, Luca; Fiori, Alessandro
  Data Mining in Dynamic Social Networks and Fuzzy Systems
  IGI Global (USA) (STATI UNITI D'AMERICA)
  pp.23 (pp.122-144) ISBN:9781466642140 DOI:10.4018/978-1-4666-4213-3.ch007
33. Improving classification models with taxonomy information
  Article
  
  Cagliero, Luca; Garza, Paolo
  DATA & KNOWLEDGE ENGINEERING
  Elsevier
  Vol.86 pp.17 (pp.85-101) ISSN:0169-023X DOI:10.1016/j.datak.2013.01.005
34. EnBay: A Novel Pattern-Based Bayesian Classifier
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Garza, Paolo
  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
  IEEE Computer Society
  Vol.25 pp.16 (pp.2780-2795) ISSN:1041-4347 DOI:10.1109/TKDE.2012.197
35. MicroClAn: Microarray Clustering Analysis
  Article
  
  Bruno, Giulia; Fiori, Alessandro
  JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
  Viktor Prasanna, Elsevier
  Vol.73 pp.11 (pp.360-370) ISSN:0743-7315 DOI:10.1016/j.jpdc.2012.09.008
36. Semi-automatic knowledge extraction to enrich open linked data
  Book chapter
  
  Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Fiori, Alessandro; Grand, Alberto
  Cases on Open-Linked Data and Semantic Web Applications
  IGI Global
  Vol.1 pp.25 (pp.156-180) ISBN:9781466628274 DOI:10.4018/978-1-4666-2827-4.ch008
37. Personalized tag recommendation based on generalized rules
  Article
  
  Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
  ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
  ACM
  Vol.5 pp.22 (pp.12:1-12:22) ISSN:2157-6904 DOI:10.1145/2542182.2542194
38. Discovering Generalized Association Rules from Twitter
  Article
  
  Cagliero, Luca; Fiori, Alessandro
  INTELLIGENT DATA ANALYSIS
  IOS Press
  Vol.17 pp.22 (pp.627-648) ISSN:1088-467X DOI:10.3233/IDA-130597
39. A rule-based Flickr tag recommendation system
  Book chapter
  
  Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
  Social Media Retrieval
  Springer
  pp.21 (pp.169-189) ISBN:9781447145547 DOI:10.1007/978-1-4471-4555-4_8
40. News document summarization driven by user-generated content
  Book chapter
  
  Cagliero, Luca; Fiori, Alessandro
  Social Media Mining and Social Network Analysis: Emerging Research
  IGI Global (STATI UNITI D'AMERICA)
  pp.22 (pp.105-126) ISBN:9781466628069 DOI:10.4018/978-1-4666-2806-9
41. TweCoM: topic and context mining fromTwitter
  Book chapter
  
  Cagliero, Luca; Fiori, Alessandro
  The influence of Technology on Social Network Analysis and Mining
  Springer
  Vol.6 (Lecture Notes in Social Networks) pp.26 (pp.75-100) ISBN:9783709113455 DOI:10.1007/978-3-7091-1346-2_4
42. Discovering temporal change patterns in the presence of taxonomies
  Article
  
  Cagliero, Luca
  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
  IEEE Computer Society
  Vol.25 pp.15 (pp.541-555) ISSN:1041-4347 DOI:10.1109/TKDE.2011.233
2012
1. Energy-Efficient Management of Campus PCs
  Book chapter
  
  Chiaraviglio, Luca; Mellia, Marco
  Green Communications: Theoretical Fundamentals, Algorithms and Applications
  CRC Press
  pp.30 (pp.247-276) ISBN:9781466501072
2. LAS: a software platform to support oncological data management
  Article
  
  Baralis, ELENA MARIA; Bertotti, A.; Fiori, Alessandro; Grand, Alberto
  JOURNAL OF MEDICAL SYSTEMS
  Springer Science+Business Media New York
  Vol.36 pp.10 (pp.81-90) ISSN:0148-5598 DOI:10.1007/s10916-012-9891-6
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. GRiDA: GReen Distributed Algorithm for energy-efficient IP backbone networks
  Article
  
  Bianzino, ARUNA PREM; Chiaraviglio, Luca; Mellia, Marco; Jean Louis, Rougier
  COMPUTER NETWORKS
  Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598
  Vol.56 pp.14 (pp.3219-3232) ISSN:1389-1286 DOI:10.1016/j.comnet.2012.06.011
10. A delay-based aggregate rate control for P2P streaming systems
  Article
  
  Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano
  COMPUTER COMMUNICATIONS
  Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598
  Vol.35 pp.8 (pp.2237-2244) ISSN:0140-3664 DOI:10.1016/j.comcom.2012.07.005
11. 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
12. Characterization of community based-P2P systems and implications for traffic localization
  Article
  
  Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Sanjay G., Rao
  PEER-TO-PEER NETWORKING AND APPLICATIONS
  Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229
  Vol.6 pp.16 (pp.118-133) ISSN:1936-6442 DOI:10.1007/s12083-012-0132-z
13. 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
14. 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
15. The Internet-Wide Impact of P2P Traffic Localization on ISP Profitability
  Article
  
  Jeff, Seibert; Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Cristina Nita, Rotaru; Sanjay, Rao
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667
  Vol.20 pp.14 (pp.1910-1923) ISSN:1063-6692 DOI:10.1109/TNET.2012.2190093
16. 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
17. 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
18. Esercizi di programmazione in C
  Book
  
  Corno, Fulvio; Chiusano, SILVIA ANNA
  Lulu Enterprises, Inc. (STATI UNITI D'AMERICA)
  pp.176 ISBN:9781291012880
19. I-prune: Item selection for associative classification
  Article
  
  Baralis, ELENA MARIA; Garza, Paolo
  INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
  John Wiley & Sons, Inc.
  Vol.27 pp.21 (pp.279-299) ISSN:0884-8173 DOI:10.1002/int.21524
20. Extraction of medical pathways from electronic patient records
  Book chapter
  
  Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED; Petrigni, Caterina
  Medical Applications of Intelligent Data Analysis: Research Advancements
  Information Science Reference (IGI Global)
  pp.17 (pp.273-289) ISBN:9781466618039 DOI:10.4018/978-1-4666-1803-9.ch018
21. Data mining by means of generalized patterns
  Doctoral thesis
  
  Cagliero, Luca
  Politecnico di Torino
  DOI:10.6092/polito/porto/2496105
22. Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact
  Article
  
  J. L., Garcia Dorado; Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
  Vol.9 pp.14 (pp.142-155) ISSN:1932-4537 DOI:10.1109/TNSM.2012.022412.110184
23. Analyzing Twitter user behaviors and topic trends by exploiting dynamic rules
  Book chapter
  
  Cagliero, Luca; Fiori, Alessandro
  Behavior Computing
  Springer
  pp.20 (pp.267-287) ISBN:9781447129684 DOI:10.1007/978-1-4471-2969-1_17
24. Knowledge Discovery from Online Communities
  Book chapter
  
  Cagliero, Luca; Fiori, Alessandro
  Social Networking and Community Behavior Modeling: Qualitative and Quantitative Measures
  IGI Global
  pp.23 (pp.123-145) ISBN:9781613504444 DOI:10.4018/978-1-61350-444-4.ch007
25. Generalized association rule mining with constraints
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
  INFORMATION SCIENCES
  ELSEVIER
  Vol.194 pp.17 (pp.68-84) ISSN:0020-0255 DOI:10.1016/j.ins.2011.05.016
26. 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
27. Temporal Pattern Mining for Medical Applications
  Book chapter
  
  Bruno, Giulia; Garza, Paolo
  Data Mining: Foundations and Intelligent Paradigms
  Springer-Verlag Berlin Heidelberg
  Vol.3 pp.10 (pp.9-18) ISBN:9783642231506 DOI:10.1007/978-3-642-23151-3_2
28. MaskedPainter: Feature Selection Method for Microarray Data Analysis
  Article
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
  INTELLIGENT DATA ANALYSIS
  IOS Press
  Vol.16 pp.21 (pp.717-737) ISSN:1088-467X DOI:10.3233/IDA-2012-0546
29. Analysis of diagnostic pathways for colon cancer
  Article
  
  Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED; Petrigni, Caterina
  FLEXIBLE SERVICES AND MANUFACTURING JOURNAL
  Springer
  Vol.24 pp.21 (pp.379-399) ISSN:1936-6582 DOI:10.1007/s10696-011-9095-2
2011
1. Minimizing ISP Network Energy Cost: Formulation and Solutions
  Article
  
  Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
  Vol.20 pp.14 (pp.463-476) ISSN:1063-6692 DOI:10.1109/TNET.2011.2161487
2. 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
3. Large-Scale Available Bandwidth Measurements: Interference in Current Techniques
  Article
  
  Croce, Daniele; Leonardi, Emilio; Mellia, Marco
  IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
  IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
  Vol.8 pp.14 (pp.361-374) ISSN:1932-4537 DOI:10.1109/TNSM.2011.110311.110110
4. 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
5. Investigating Overlay Topologies and Dynamics of P2P-TV Systems: The Case of SopCast
  Article
  
  BERMUDEZ CORRALES, IGNACIO NICOLAS; Mellia, Marco; Meo, Michela
  IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
  IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
  Vol.29 pp.9 (pp.1863-1871) ISSN:0733-8716 DOI:10.1109/JSAC.2011.111010
6. 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
7. 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
8. 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
9. 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
10. 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
11. 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
12. Impact of adverse network conditions on P2P-TV systems: Experimental evidence
  Article
  
  Eugenio, Alessandria; Massimo, Gallo; Leonardi, Emilio; Mellia, Marco; Meo, Michela
  COMPUTER NETWORKS
  Elsevier
  Vol.55 pp.16 (pp.2035-2050) ISSN:1389-1286 DOI:10.1016/j.comnet.2011.02.008
13. Experiences of Internet Traffic Monitoring with Tstat
  Article
  
  Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO
  IEEE NETWORK
  IEEE
  Vol.25 pp.7 (pp.8-14) ISSN:0890-8044 DOI:10.1109/MNET.2011.5772055
14. 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
15. Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules
  Article
  
  Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
  INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS
  IGI-GLOBAL
  Vol.7 pp.22 (pp.1-22) ISSN:1552-6283 DOI:10.4018/jswis.2011040101
16. 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)
17. 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
18. Abacus: Accurate behavioral classification of P2P-TV traffic
  Article
  
  P., Bermolen; Mellia, Marco; Meo, Michela; D., Rossi; S., Valenti
  COMPUTER NETWORKS
  Elsevier
  Vol.55 pp.17 (pp.1394-1411) ISSN:1389-1286 DOI:10.1016/j.comnet.2010.12.004
19. Architecture of a Network-Aware P2P-TV Application: the NAPA-WINE Approach
  Article
  
  Birke, ROBERT RENE' MARIA; Leonardi, Emilio; Mellia, Marco; Bakay, A.; Szemethy, T.; Mathieu, F.; Muscariello, L.; Niccolini, S.; Seedorf, J.; Tropea, G.
  IEEE COMMUNICATIONS MAGAZINE
  IEEE
  Vol.49 pp.10 (pp.154-163) ISSN:0163-6804 DOI:10.1109/MCOM.2011.5784001
20. Measuring gene similarity by means of the classification distance
  Article
  
  Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
  KNOWLEDGE AND INFORMATION SYSTEMS
  Springer London
  Vol.29 pp.21 (pp.81-101) ISSN:0219-1377 DOI:10.1007/s10115-010-0374-0
21. Discovering higher level correlations from XML data
  Book chapter
  
  Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
  XML Data Mining: Models, Methods, and Applications
  IGI Global (STATI UNITI D'AMERICA)
  pp.28 (pp.288-315) ISBN:9781613503560 DOI:10.4018/978-1-61350-356-0.ch013
22. CAS-MINE: Providing personalized services in context-aware applications by means of generalized rules.
  Article
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
  KNOWLEDGE AND INFORMATION SYSTEMS
  Springer
  Vol.28 pp.28 (pp.283-310) ISSN:0219-1377 DOI:10.1007/s10115-010-0359-z
23. Community-contributed media collections: Knowledge at our fingertips
  Book chapter
  
  Cerquitelli, Tania; Fiori, Alessandro; Grand, Alberto
  Community-Built Databases : Research and Development
  Springer
  pp.27 (pp.21-47) ISBN:9783642190469 DOI:10.1007/978-3-642-19047-6_2
24. Energy saving models for wireless sensor networks
  Article
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania
  KNOWLEDGE AND INFORMATION SYSTEMS
  Springer
  Vol.28 pp.30 (pp.615-644) ISSN:0219-1377 DOI:10.1007/s10115-010-0328-6
25. Exploiting Heterogeneity in P2P Video Streaming
  Article
  
  COUTO DA SILVA, ANA PAULA; Leonardi, Emilio; Mellia, Marco; Meo, Michela
  IEEE TRANSACTIONS ON COMPUTERS
  IEEE
  Vol.60 pp.12 (pp.667-679) ISSN:0018-9340 DOI:10.1109/TC.2010.244
26. Microarray data mining: issues and prospects
  Book chapter
  
  Bruno, Giulia; Fiori, Alessandro
  Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains
  IGI Global
  pp.25 (pp.23-47) ISBN:9781609600679 DOI:10.4018/978-1-60960-067-9.ch002
27. Chunk Distribution in Mesh-Based Large-Scale P2P Streaming Systems: A Fluid Approach
  Article
  
  COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela
  IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
  IEEE
  Vol.22 pp.14 (pp.451-463) ISSN:1045-9219 DOI:10.1109/TPDS.2010.63
2010
1. Modeling Athlete Performance Using Clustering Techniques
  Proceeding
  
  Yingying, Li; Chiusano, SILVIA ANNA; Vincenzo, D'Elia
  In: Titolo volume non avvalorato
  3rd International Symposium on Electronic Commerce and Security (Guangzhou, Repubblica Popolare Cinese) 29-31 Luglio 2010
  pp.3 (pp.169-171) ISBN:9789525726114
2. Demonstrating the Impact of P2P Streaming on Video Quality
  Proceeding
  
  Abeni, L.; Kiraly, C.; Birke, ROBERT RENE' MARIA; Mellia, Marco; Leonardi, Emilio; Traverso, Stefano; LO CIGNO, R.
  In: GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference
  GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference (Miami, FL) 2010-dec.
  pp.1 ISBN:9781424456369
3. Efficient Uplink Bandwidth Utilization in P2P-TV Streaming Systems
  Proceeding
  
  Carta, Alessandra; Mellia, Marco; Meo, Michela; Traverso, Stefano
  In: GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference
  GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference (Miami, FL) 2010-dec.
  pp.6 (pp.1-6) ISBN:9781424456369 DOI:10.1109/GLOCOM.2010.5683745
4. Network Friendly P2P Streaming: The NAPA-WINE Architecture
  Proceeding
  
  Leonardi, Emilio; Mellia, Marco; Kiraly, C.; LO CIGNO, R.; Niccolini, S.; Seedorf, J.
  In: Titolo volume non avvalorato
  NEM Summit (Barcellona, SP) 13 October 2010
  pp.6
5. Analysis of Medical Pathways by means of Frequent Closed Sequences
  Proceeding
  
  Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Domenici, VIRNA CARMEN; Mahoto, NAEEM AHMED; Petrigni, Caterina
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Titolo volume non avvalorato
  Springer
  14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (Cardiff (UK)) 8-10 September 2010
  Vol.6278 pp.8 (pp.418-425) ISSN:0302-9743 ISBN:9783642153921 DOI:10.1007/978-3-642-15393-8_47
6. Compactly storing frequent itemsets
  Proceeding
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
  In: Titolo volume non avvalorato
  The 18th Italian Symposium on Advanced Database Systems (Rimini (Italy)) June 20th - 23rd 2010
  pp.8
7. Array-Tree: A persistent data structure to compactly store frequent itemset
  Proceeding
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
  In: Titolo volume non avvalorato
  Intelligent Systems (IS), 2010 5th IEEE International Conference (London) 7-9 July 2010
  pp.6 (pp.108-113) ISBN:9781424451630 DOI:10.1109/IS.2010.5548388
8. Exploiting Wireless Sensor Networks for Monitoring Building Performance
  Proceeding
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Montrucchio, Bartolomeo; MURILLO ROMERO, LAURA MARCELA; Rebaudengo, Maurizio; SANCHEZ SANCHEZ, ERWING RICARDO; Tonelli, Diego
  In: Titolo volume non avvalorato
  Congresso Nazionale AICA 2010 (L'Aquila, Italy) 29 Set. - 1 Oct.
  ISBN:9788890540608
9. Summarizing Biological Literature with BioSumm
  Proceeding
  
  Baralis, ELENA MARIA; Fiori, Alessandro
  In: Titolo volume non avvalorato
  19th ACM International Conference on Information and Knowledge Management (Toronto) 26-30 Ottobre 2010
  pp.2 (pp.1961-1962) ISBN:9781450300995
10. PoliSave: Efficient Power Management of Campus PCs
  Proceeding
  
  Chiaraviglio, L.; Mellia, Marco
  In: Software, Telecommunications and Computer Networks (SoftCOM), 2010 International Conference on
  IEEE (STATI UNITI D'AMERICA)
  IEEE SoftCOM (Bol, Croatia) September 2010
  pp.6 (pp.82-87) ISBN:9781424486632
11. Network Friendly P2P-TV: The Napa-Wine Approach
  Proceeding
  
  L., Abeni; A., Bakay; M., Biazzini; Birke, ROBERT RENE' MARIA; Leonardi, Emilio; R., Lo Cigno; C., Kiraly; Mellia, Marco; S., Niccolini; J., Seedorf; T., Szemethy; G., Tropea
  In: Peer-to-Peer Computing (P2P), 2010 IEEE Tenth International Conference on
  IEEE
  Peer-to-Peer Computing (P2P), 2010 IEEE Tenth International Conference on (Delft, Netherlands) August 2010
  pp.2 (pp.1-2) ISBN:9781424471409 DOI:10.1109/P2P.2010.5569983
12. Empirical assessment of VoIP overload detection tests
  Proceeding
  
  P., Zuraniewski; Mandjes, M.; Mellia, Marco
  In: Next Generation Internet (NGI), 2010 6th EURO-NF Conference on
  IEEE
  Next Generation Internet (NGI), 2010 6th EURO-NF Conference on (Paris) June 2010
  pp.8 (pp.1-8) ISBN:9781424481675 DOI:10.1109/NGI.2010.5534457
13. Experiences of VoIP traffic monitoring in a commercial ISP
  Article
  
  Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, M.; Rossi, D.
  INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
  Wiley
  Vol.20 pp.21 (pp.339-359) ISSN:1055-7148 DOI:10.1002/nem.758
14. Traffic Monitoring and Analysis
  Edited by
  
  Ricciato, F.; Mellia, Marco; Biersack, E.
  Springer (SVIZZERA)
  Vol.6003 pp.2 (pp.V-VI) ISBN:9783642123641
15. Live Traffic Monitoring with Tstat: Capabilities and Experiences
  Proceeding
  
  Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO; D., Rossi
  In: Wired/Wireless Internet Communications
  Springer
  8th International ConferenceWired/Wireless Internet Communications, WWIC 2010 (Lulea, SE) June 2010
  Vol.6074 pp.11 (pp.290-301) ISBN:9783642133145 DOI:10.1007/978-3-642-13315-2_24
16. Energy-Efficient Design of Wavelength-Routing Networks
  Proceeding
  
  Bianco, Andrea; Bonetto, Edoardo; Cuda, Davide; GAVILANES CASTILLO, GUIDO ALEJANDRO; Mellia, Marco; Neri, Fabio
  In: Optical Communication (ECOC), 2010 36th European Conference and Exhibition on
  IEEE (STATI UNITI D'AMERICA)
  ECOC 2010, European Conference on Optical Communication (Torino, Italy) September 2010
  pp.3 ISBN:9781424485345 DOI:10.1109/ECOC.2010.5621487
17. Comparing P2PTV Traffic Classifiers
  Proceeding
  
  Cascarano, Niccolo'; Este, A.; Risso, FULVIO GIOVANNI OTTAVIO; Gringoli, F.; Salgarelli, L.; Finamore, Alessandro; Mellia, Marco
  In: Communications (ICC), 2010 IEEE International Conference on
  IEEE (STATI UNITI D'AMERICA)
  IEEE ICC (Cape Town, South Africa) 23 May 2010
  pp.6 (pp.1-6) ISBN:9781424464029 DOI:10.1109/ICC.2010.5501744
18. Predicting the highest workload in cardiopulmonary test.
  Proceeding
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; D'Elia, Vincenzo; Molinari, R; Susta, D.
  In: IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010)
  IEEE COMPUTER SOCIETY (STATI UNITI D'AMERICA)
  THE 23RD INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (Perth, Australia) 12-15 October 2010
  pp.6 (pp.32-37) ISBN:9781424491667 DOI:10.1109/CBMS.2010.6042610
19. QoE in Pull Based P2P-TV Systems: Overlay Topology Design Tradeoff
  Proceeding
  
  Fortuna, R.; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano
  In: IEEE P2P
  IEEE
  10th IEEE International Conference on Peer-to-Peer Computing 2010 (Delft, Netherlands) August 2010
  pp.9 (pp.1-9) ISBN:9781424471409 DOI:10.1109/P2P.2010.5569966
20. KISS: Stochastic Packet Inspection Classifier for UDP Traffic
  Article
  
  Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE
  Vol.18 pp.11 (pp.1505-1515) ISSN:1063-6692 DOI:10.1109/TNET.2010.2044046
21. Constrained itemset mining on a sequence of incoming data blocks
  Article
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
  INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
  Vol.25 pp.22 (pp.389-410) ISSN:0884-8173 DOI:10.1002/int.20404
22. Stochastic Packet Inspection for TCP Traffic1
  Proceeding
  
  LA MANTIA, G.; Rossi, D.; Finamore, Alessandro; Mellia, Marco; Meo, Michela
  In: Communications (ICC), 2010 IEEE International Conference on
  IEEE
  Communications (ICC), 2010 IEEE International Conference on (Cape Town) 23-27 May 2010
  pp.6 (pp.1-6) ISBN:9781424464029 DOI:10.1109/ICC.2010.5502280
23. Support driven opportunistic aggregation for generalized itemset extraction
  Proceeding
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; D'Elia, V; Garza, Paolo
  In: The 2010 IEEE Conference on Intelligent Systems
  IEEE Computer Society
  IEEE Conference on Intelligent Systems (London (UK)) July 7-9, 2010
  pp.6 (pp.102-107) ISBN:9781424451647 DOI:10.1109/IS.2010.5548348
24. Energy saving and network performance: a trade-off approach
  Proceeding
  
  Panarello, C.; Lombardo, L.; Schembra, G.; Chiaraviglio, Luca; Mellia, Marco
  In: Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
  ACM
  International Conference on Energy-Efficient Computing and Networking (Passau, Germania) Aprile 2010
  pp.10 (pp.41-50) ISBN:9781450300421 DOI:10.1145/1791314.1791321
25. TOD, Temporal Outlier Detection by using quasi-functional temporal dependencies
  Article
  
  Bruno, Giulia; Garza, Paolo
  DATA & KNOWLEDGE ENGINEERING
  Vol.69 pp.21 (pp.619-639) ISSN:0169-023X DOI:10.1016/j.datak.2010.02.003
26. A Persistent HY-Tree to Efficiently Support Itemset Mining on Large Datasets
  Proceeding
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
  In: 25th ACM Symposium On Applied Computing
  25th ACM Symposium On Applied Computing (Sierre, Switzerland) March 22-26, 2010
  Vol.2 (pp.1060-1064) ISBN:9781605586380
27. Network Awareness of P2P Live Streaming Applications: A Measurement Study
  Article
  
  Ciullo, Delia; Garcia, M. A.; Horvath, A.; Leonardi, Emilio; Mellia, Marco; Rossi, D.; Telek, M.; Veglia, P.
  IEEE TRANSACTIONS ON MULTIMEDIA
  IEEE
  Vol.12 pp.10 (pp.54-63) ISSN:1520-9210 DOI:10.1109/TMM.2009.2036231
28. NEtwork Digest analysis driven by association rule discoverers
  Book chapter
  
  Apiletti, Daniele; Cerquitelli, Tania; D'Elia, V.
  Intelligent Systems: From Theory to Practice
  Springer Verlag
  Vol.299/2010 pp.31 (pp.41-71) ISBN:9783642134272 DOI:10.1007/978-3-642-13428-9_3
29. Semantic-enriched data mining techniques for intensional service representation
  Book chapter
  
  Bianchini, D; Garza, Paolo; Quintarelli, E.
  Management of the Interconnected World
  Springer
  pp.8 (pp.167-174) ISBN:9783790824032
30. Measurement of IPTV traffic from an Operative Network
  Article
  
  Mellia, Marco; Meo, Michela
  EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS
  JOHN WILEY & SONS
  Vol.21 pp.13 (pp.324-336) ISSN:1124-318X DOI:10.1002/ett.1401
31. Mining rare association rules by discovering quasi-functional dependencies: an incremental approach
  Book chapter
  
  Bruno, Giulia; Garza, Paolo; Quintarelli, E.
  Rare Association Rule Mining and Knowledge Discovery: Technologies for Infrequent and Critical Event Detection
  Information Science Reference (IGI Global) (STATI UNITI D'AMERICA)
  pp.19 (pp.131-149) ISBN:9781605667546 DOI:10.4018/978-1-60566-754-6.ch009
2009
1. Inferring undesirable behavior from P2P traffic analysis
  Proceeding
  
  Torres, R. D.; Hajjat, M. Y.; Rao, S. G.; Mellia, Marco; Munafo', MAURIZIO MATTEO
  In: SIGMETRICS '09 Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
  ACM (STATI UNITI D'AMERICA)
  ACM SIGMETRICS '09 (Seattle, WA (USA)) JUNE 15-19, 2009
  pp.12 (pp.25-36) ISBN:9781605585116 DOI:10.1145/1555349.1555353
2. Understanding Skype Signaling
  Article
  
  Rossi, D.; Mellia, Marco; Meo, Michela
  COMPUTER NETWORKS
  Elsevier
  Vol.53 pp.11 (pp.130-140) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.10.013
3. Network awareness in P2P-TV applications
  Proceeding
  
  Traverso, Stefano; Leonardi, Emilio; Mellia, Marco; Meo, Michela
  In: Lecture Notes In Computer Science; Vol. 5733 Proceedings of the 15th Open European Summer School and IFIP TC6.6 Workshop on The Internet of the Future
  Springer-Verlag (GERMANIA)
  Eunice 2009 (Barcelona) 7-9 settembre 2009
  Vol.5733 pp.10 (pp.41-50) ISBN:9783642036996 DOI:10.1007/978-3-642-03700-9_5
4. The Quest for Bandwidth Estimation Techniques for large-scale Distributed Systems
  Article
  
  Croce, D.; Mellia, Marco; Leonardi, Emilio
  PERFORMANCE EVALUATION REVIEW
  ACM
  Vol.37 pp.6 (pp.20-25) ISSN:0163-5999 DOI:10.1145/1710115.1710120
5. Energy-aware models for sensor network data acquisition.
  Proceeding
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Cheema, ADEEL ASHRAF
  In: IEEE/ACM DCOSS'09 International Conference on Distributed Computing in Sensor Systems
  5th IEEE/ACM DCOSS International Conference on Distributed Computing in Sensor Systems (MARINA DEL REY, CALIFORNIA,) JUNE 8-10, 2009
  ISBN:9789609313292
6. Web User-session Inference by Means of Clustering Techniques
  Article
  
  Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L.
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE
  Vol.17 pp.12 (pp.405-416) ISSN:1063-6692 DOI:10.1109/TNET.2008.927009
7. Real-time and Mobile Physiological Data Analysis
  Book chapter
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Fiori, Alessandro
  Information Discovery on Electronic Health Records
  Chapman & Hall/CRC
  pp.23 (pp.227-249) ISBN:9781420090383
8. Power-Aware Routing and Wavelength Assignment in Optical Networks
  Proceeding
  
  Yong, Wu; Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
  In: 35th European Conference on Optical Communication (ECOC 2009)
  IEEE (STATI UNITI D'AMERICA)
  35th European Conference on Optical Communication (ECOC 2009) (Vienna, Austria) Sept. 2009
  pp.2 (pp.1-2) ISBN:9781424450961
9. Energy-aware Backbone Networks: a Case Study
  Proceeding
  
  Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
  In: First International Workshop on Green Communications (GreenComm'09)
  IEEE
  First International Workshop on Green Communications (GreenComm'09) (Dresden, Germany) 18 June 2009
  (pp.1-5) ISBN:9781424434374 DOI:10.1109/ICCW.2009.5208038
10. Reducing Power Consumption in Backbone Networks
  Proceeding
  
  Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
  In: IEEE International Communications Conference (ICC 2009), Next Generation Networking Symposium
  IEEE
  IEEE International Communications Conference (ICC 2009) (Dresden, Germany) 14-18 June 2009
  pp.6 (pp.1-6) ISBN:9781424434350 DOI:10.1109/ICC.2009.5199404
11. Adaptive Overlay Topology for Mesh-Based P2P-TV Systems
  Proceeding
  
  Lobb, R.; COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela
  In: ACM NOSSDAV 2009
  ACM NOSSDAV (Williamsburg, Virginia, USA) June 2009
  pp.6 (pp.31-36) ISBN:9781605584331 DOI:10.1145/1542245.1542253
12. Context-Aware User and Service Profiling by means of Generalized Association Rules
  Proceeding
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Proceedings of the13th International Conference on Knowledge-based and Intelligent Systems (KES'09)
  SPRINGER-VERLAG
  13th International Conference on Knowledge-based and Intelligent Systems (KES'09) (Santiago Chile) September 28-30, 2009
  Vol.Volume 5712/2009 pp.8 (pp.50-57) ISSN:0302-9743 ISBN:9783642045912 DOI:10.1007/978-3-642-04592-9_7
13. Two Schemes to Reduce Latency in Short Lived TCP Flows
  Article
  
  Ciullo, Delia; Mellia, Marco; Meo, Michela
  IEEE COMMUNICATIONS LETTERS
  IEEE
  Vol.13 pp.3 (pp.806-808) ISSN:1089-7798 DOI:10.1109/LCOMM.2009.091149
14. How Much Can The Internet Be Greened?
  Proceeding
  
  Chiaraviglio, Luca; Ciullo, Delia; Leonardi, Emilio; Mellia, Marco
  In: 2nd International Workshop on Green Communications (GreenComm 2)
  IEEE
  2nd International Workshop on Green Communications (GreenComm 2) (Honolulu, Hawaii) Dicembre 2009
  pp.6 (pp.1-6) ISBN:9781424456260 DOI:10.1109/GLOCOMW.2009.5360677
15. Accurate and Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets
  Book chapter
  
  Valenti, S; Rossi, D; Meo, Michela; Mellia, Marco; Bermolen, P.
  Traffic Monitoring and Analysis
  Springer (GERMANIA)
  Vol.5537/2009 pp.9 (pp.84-92) ISBN:9783642016448 DOI:10.1007/978-3-642-01645-5_10
16. KISS: Stochastic Packet Inspection
  Book chapter
  
  Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
  Traffic Monitoring and Analysis
  Springer (GERMANIA)
  Vol.5537/2009 pp.9 (pp.117-125) ISBN:9783642016448 DOI:10.1007/978-3-642-01645-5_14
17. KISSS: Stochastic Packet Inspection for UDP Traffic Classification
  Book chapter
  
  Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
  RECIPE. Robust and Efficient Traffic Classification in IP Networks
  Fridericiana Editrice Universitaria (ITALIA)
  Vol.1 pp.20 (pp.104-123) ISBN:9788883380815
18. Generalized Association Rules to Support Context-aware User and Service Profiling
  Proceeding
  
  Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
  In: 17th Italian Symposium on Advanced Database Systems
  17th Italian Symposium on Advanced Database Systems (Camogli) June 21-24
  (pp.101-108) ISBN:9788861221543
19. Evidences Behind Skype Outage
  Proceeding
  
  Rossi, D; Mellia, Marco; Meo, Michela
  In: Communications, 2009. ICC '09. IEEE International Conference on
  IEEE
  Communications, 2009. ICC '09. IEEE International Conference on (Dresden, Germany) 15 June 2009
  pp.6 (pp.1-6) ISBN:9781424434350 DOI:10.1109/ICC.2009.5199012
20. An abacus for P2P-TV traffic classification
  Proceeding
  
  Valenti, S; Rossi, D; Meo, Michela; Mellia, Marco; Bermolen, P.
  In: Titolo volume non avvalorato
  IEEE
  IEEE INFOCOM 2009 Demo Session (Rio de Janeiro) 15 April 2008
21. Network Awareness of P2P Live Streaming Applications
  Proceeding
  
  Ciullo, Delia; GARCIA DA ROCHA NETA, MARIA ANTONIETA; Horvat, A.; Leonardi, Emilio; Mellia, Marco; Rossi, D.; Telek, M.; Veglia, P.
  In: Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on
  IEEE
  Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on (Rome, Italy) May 29, 2009
  pp.7 (pp.1-7) ISBN:9781424437511 DOI:10.1109/IPDPS.2009.5160953
22. Traffic classification and its applications to modern networks - Guest Editorial
  Article
  
  Mellia, Marco; Pescape', A; Salgarelli, L.
  COMPUTER NETWORKS
  Vol.53 (pp.759-760) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.12.007
23. P2P-TV systems under adverse network conditions: a measurement study
  Proceeding
  
  Alessandria, E; Gallo, M; Leonardi, Emilio; Mellia, Marco; Meo, Michela
  In: IEEE Infocom 2009
  IEEE (STATI UNITI D'AMERICA)
  IEEE Infocom 2009 (Rio de Janeiro) 21 April 2009
  pp.9 (pp.100-108) ISBN:9781424435128 DOI:10.1109/INFCOM.2009.5061911
24. Detailed Analysis of Skype Traffic
  Article
  
  Bonfiglio, D; Mellia, Marco; Meo, Michela; Rossi, D.
  IEEE TRANSACTIONS ON MULTIMEDIA
  IEEE
  Vol.11 pp.11 (pp.117-127) ISSN:1520-9210 DOI:10.1109/TMM.2008.2008927
25. NetCluster: a Clustering-Based Framework for Internet Tomography
  Proceeding
  
  Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco
  In: Proceedings of the IEEE International Conference on Communications 2009 (IEEE ICC '09)
  IEEE (STATI UNITI D'AMERICA)
  IEEE ICC, International Conference on Communications 2009 (Dresden, Germany) June 14-18
  pp.5 ISBN:9781424434350 DOI:10.1109/ICC.2009.5199216
26. Characterizing network traffic by means of the NetMine framework
  Article
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
  COMPUTER NETWORKS
  Elsevier B.V.
  Vol.53 pp.16 (pp.774-789) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.12.011
27. Extraction of Constraints from Biological Data
  Book chapter
  
  Apiletti, Daniele; Bruno, Giulia; Ficarra, Elisa; Baralis, ELENA MARIA
  Biomedical Data and Applications.
  Springer
  Vol.224 pp.18 (pp.169-186) ISBN:9783642021923 DOI:10.1007/978-3-642-02193-0_7
28. Real-time analysis of physiological data to support medical applications
  Article
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
  IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
  IEEE Press
  Vol.13 pp.9 (pp.313-321) ISSN:1089-7771 DOI:10.1109/TITB.2008.2010702
29. Selection of High Quality Rules in Associative Classification
  Book chapter
  
  Chiusano, SILVIA ANNA; Garza, Paolo
  Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction
  IGI Global
  pp.26 (pp.173-198) ISBN:9781605664040
30. Intelligent Acquisition Techniques for Sensor Network Data
  Book chapter
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
  Intelligent Techniques for Warehousing and Mining Sensor Network Data
  IGI-GLOBAL
  pp.20 (pp.159-178) ISBN:9781605663289
31. IMine: Index Support for Itemset Mining
  Article
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
  IEEE Press
  Vol.21 pp.14 (pp.493-506) ISSN:1041-4347 DOI:10.1109/TKDE.2008.180
2008
1. METHOD AND SYSTEM FOR DETECTING A SINGLE DATA FLOW IN AN AGGREGATE PACKET DATA FLOW AND FOR IDENTIFYING THE APPLICATION GENERATING SAID SINGLE DATA FLOW
  Patent
  
  Perino, M; Mellia, Marco; Meo, Michela; Rossi, D.
  N.WO2008149203
2. METHOD AND APPARATUS FOR DETECTING VOCAL DATA FLOW IN A PACKET DATA FLOW
  Patent
  
  Perino, M; Mellia, Marco; Meo, Michela; Rossi, D.
  N.WO/2008/075167
3. 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
4. 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
5. 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
6. 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
7. 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)
8. Pictures from the Skype
  Article
  
  Rossi, D; Valenti, S; Veglia, P; Bonfiglio, D; Mellia, Marco; Meo, Michela
  PERFORMANCE EVALUATION REVIEW
  ACM
  Vol.36 pp.4 (pp.83-86) ISSN:0163-5999 DOI:10.1145/1453175.1453191
9. 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)
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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)
16. A Lagrangean Relaxation Approach for QoS Networks CFA Problems
  Article
  
  Wille, E; Mellia, Marco; Leonardi, Emilio
  AEÜ. INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS
  (pp.1-11) ISSN:1434-8411 DOI:10.1016/J.AEUE.2008.06.006
17. Building a Cooperative P2P-TV Application over a Wise Network: the Approach of the European FP-7 STREP NAPA-WINE
  Article
  
  Leonardi, Emilio; Mellia, Marco; A., Horvath; L., Muscariello; S., Niccolini; D., Rossi
  IEEE COMMUNICATIONS MAGAZINE
  IEEE
  Vol.46 pp.2 (pp.20-22) ISSN:0163-6804 DOI:10.1109/MCOM.2008.4481334
18. Passive analysis of TCP anomalies
  Article
  
  Mellia, Marco; Meo, Michela; Muscariello, L; Rossi, D.
  COMPUTER NETWORKS
  Elsevier
  Vol.52 pp.14 (pp.2663-2676) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.05.010
19. 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
20. Quando il PC diventa un telefono. Gratis e senza intercettazioni
  Article
  
  Mellia, Marco; Meo, Michela; D., Rossi
  MEDIA DUEMILA
  Vol.2 (pp.8-11) ISSN:0393-0599
21. 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
22. 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
23. 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)
24. 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
25. Real-time Individuation of Global Unsafe Anomalies and Alarm Activation
  Book chapter
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
  STUDIES IN COMPUTATIONAL INTELLIGENCE
  Intelligent Techniques and Tools for Novel System Architectures
  Springer Berlin Heidelberg (GERMANIA)
  Vol.109/2008 pp.17 (pp.220-236) ISSN:1860-949X ISBN:9783540776215 DOI:10.1007/978-3-540-77623-9_13
26. Indexing Evolving Databases for Itemset Mining
  Book chapter
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
  "Intelligent Techniques and Tools for Novel System Architectures" in the series of "Studies in Computational Intelligence"
  Springer-Verlag Berlin Heidelberg (GERMANIA)
  Vol.109 pp.19 (pp.305-323) ISBN:9783540776215 DOI:10.1007/978-3-540-77623-9_18
27. 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
28. A Lazy Approach to Associative classification
  Article
  
  Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Garza, Paolo
  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
  IEEE Press
  Vol.20(2) pp.16 (pp.156-171) ISSN:1041-4347 DOI:10.1109/TKDE.2007.190677
29. Ubiquitous risk analysis of physiological data
  Book chapter
  
  Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
  Handbook of Research on Distributed Medical Informatics & E-Health
  IGI Global
  pp.14 (pp.478-491) ISBN:9781605660028
30. Applying Sequential Rules to Protein Localization Prediction
  Article
  
  Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Dutto, Riccardo
  COMPUTERS & MATHEMATICS WITH APPLICATIONS
  Vol.55/5 (pp.867-878) ISSN:0898-1221 DOI:10.1016/j.camwa.2006.12.086
31. Compact Representations of Sequential Classification Rules
  Book chapter
  
  Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Dutto, R; Mantellini, L.
  "Data Mining: Foundations and Practice" in the Series "Studies in Computational Intelligence"
  Springer-Verlag Berlin Heidelberg (GERMANIA)
  Vol.118 pp.30 (pp.1-30) ISBN:9783540784876 DOI:10.1007/978-3-540-78488-3_1
2007
1. Using mined patterns for XML Query Answering
  Book chapter
  
  Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E; Tanca, L.
  SUCCESSES AND NEW DIRECTIONS IN DATA MINING
  (pp.39-66) ISBN:9781599046457
2. Optimal Scheduling and Routing for Maximum Network Throughput
  Article
  
  Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Neri, Fabio
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE and ACM
  Vol.15 pp.14 (pp.1541-1554) ISSN:1063-6692 DOI:10.1109/TNET.2007.896486
3. Metodo per rilevare un singolo flusso datiall'interno di un flusso aggregato di dati a pacchetti e per identificarel'applicazione generatrice del singolo flusso dati
  Patent
  
  Perino, Massimo; Mellia, Marco; Rossi, Dario; Meo, Michela
  N.MI2007A001141
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. Anomaly Detection Through Quasi-Functional Dependency Analysis
  Article
  
  Bruno, Giulia; Garza, Paolo; Quintarelli, E; Rossato, R.
  JOURNAL OF DIGITAL INFORMATION MANAGEMENT
  Vol.5 (pp.191-200) ISSN:0972-7272
11. A Framework for Admission Control and Path Allocation in DiffServ Networks
  Article
  
  AJMONE MARSAN, Marco Giuseppe; Casetti, CLAUDIO ETTORE; Mardente, G; Mellia, Marco
  COMPUTER NETWORKS
  Elsevier
  Vol.5 pp.15 (pp.2738-2752) ISSN:1389-1286 DOI:10.1016/j.comnet.2006.11.022
12. Revealing Skype Traffic: when Randomness Plays with You
  Article
  
  D., Bonfiglio; Mellia, Marco; Meo, Michela; D., Rossi; P., Tofanelli
  COMPUTER COMMUNICATION REVIEW
  ACM
  Vol.37 pp.12 (pp.37-48) ISSN:0146-4833 DOI:10.1145/1282427.1282386
13. 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
14. 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
15. 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
16. Theoretical Performance of Input Queued Switches using Lyapunov Methodology
  Book chapter
  
  Bianco, Andrea; Giaccone, Paolo; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
  High-performance Packet Switching Architectures
  Springer (REGNO UNITO DI GRAN BRETAGNA)
  Vol.XIV pp.25 (pp.39-63) ISBN:9781846282737 DOI:10.1007/1-84628-274-8_2
17. Multistage Switching Architectures for Software Routers
  Article
  
  Bianco, Andrea; Finochietto, J; Mellia, Marco; Neri, Fabio; Galante, G.
  IEEE NETWORK
  IEEE
  Vol.21 pp.7 (pp.15-21) ISSN:0890-8044 DOI:10.1109/MNET.2007.386465
18. 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
19. Answering XML Queries by means of Data Summaries
  Article
  
  Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E; Tanca, L.
  ACM TRANSACTIONS ON INFORMATION SYSTEMS
  ACM
  Vol.25 pp.33 (pp.1-33) ISSN:1046-8188 DOI:10.1145/1247715.1247716
2006
1. Metodo ed apparato per rilevare flusso dativocale in un flusso dati a pacchetti
  Patent
  
  Perino, Massimo; Mellia, Marco; Rossi, Dario; Meo, Michela
  N.MI2006A002417
2. 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
3. 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
4. Passive identification of TCP anomalies
  Book chapter
  
  Muscariello, L; Mellia, Marco; Meo, Michela
  Distributed Cooperative Laboratories: Networking, Instrumentation, and Measurements
  Springer (GERMANIA)
  (pp.113-126) ISBN:9780387298115
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. Data Cleaning and Semantic Improvement in Biological Databases
  Article
  
  Apiletti, Daniele; Bruno, Giulia; Ficarra, Elisa; Baralis, ELENA MARIA
  JOURNAL OF INTEGRATIVE BIOINFORMATICS
  Vol.3(2):40 ISSN:1613-4516
12. 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
13. 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
14. 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
15. 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
16. 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
17. Algorithms for IP network design with end-to-end QoS constraints
  Article
  
  Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
  COMPUTER NETWORKS
  Elsevier
  Vol.50 pp.18 (pp.1086-1103) ISSN:1389-1286 DOI:10.1016/j.comnet.2005.09.005
2005
1. A Lagrangean Relaxation Approach for IP Network CFA Problems with End-to-End QoS Performance Constraints
  Article
  
  E., Wille; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
  REVISTA BRASILEIRA DE TELEDUCACAO
  Vol.20 (pp.50-65)
2. Exploiting Clustering Techniques for Web User-session Inference
  Proceeding
  
  Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L.
  In: Titolo volume non avvalorato
  International Workshop on Internet Performance, Simulation, Monitoring and Measurement IPS (MoMe) (Warsaw, Poland) 14-15 March 2005
3. Web User Session Characterization via Clustering Techniques
  Proceeding
  
  Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L.
  In: Global Telecommunications Conference, 2005. GLOBECOM '05. IEEE (Volume:2 )
  IEEE (STATI UNITI D'AMERICA)
  IEEE GLOBECOM 2005 (St. Louis, MO, USA) 28 November - 2 December 2005
  pp.6 ISBN:9780780394148 DOI:10.1109/GLOCOM.2005.1577807
4. Topological Design of Survivable IP Networks using Metaheuristic approaches
  Proceeding
  
  E., Wille; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
  In: QoS-IP'05 Proceedings of the Third international conference on Quality of Service in Multiservice IP Networks
  Springer-VerlagB (GERMANIA)
  QoS-IP'05 Proceedings of the Third international conference on Quality of Service in Multiservice IP Networks (Catania) Febbraio 2005
  pp.16 (pp.191-206) ISBN:9783540245575 DOI:10.1007/978-3-540-30573-6_15
5. Index Support for Mining Data Streams in a Relational DBMS
  Proceeding
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Mostile, D.
  In: SEBD 2005: The Thirteenth Italian Symposium on Advanced Database Systems
  SEBD 2005 19-22 June 2005
  (pp.240-247) ISBN:9788854801226
6. Index Support for Frequent Itemset Mining in a Relational DBMS.
  Proceeding
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
  In: ICDE 2005: The 21th IEEE International Conference on Data Engineering
  IEEE Computer Society
  ICDE 2005 (Tokyo) 05-08 April 2005
  (pp.754-765) ISBN:9780769522852
7. Click vs. Linux: Two Efficient Open-Source IP Network Stacks for Software Routers
  Proceeding
  
  Bianco, Andrea; Birke, ROBERT RENE' MARIA; D., Bolognesi; J. M., Finochietto; G., Galante; Mellia, Marco; M. L. N. P. P., Prashant; Neri, Fabio
  In: Titolo volume non avvalorato
  IEEE (STATI UNITI D'AMERICA)
  IEEE Workshop on High Performance Switching and Routing (HPSR) (Hong Kong (China)) 12-14 May 2005
  pp.6 (pp.18-23) ISBN:9780780389243 DOI:10.1109/HPSR.2005.1503186
8. Joint Optimal Scheduling and Routing for Maximum Network Throughput
  Proceeding
  
  Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Neri, Fabio
  In: Titolo volume non avvalorato
  IEEE Conference on Computer Communications (INFOCOM) (Miami, FL, USA) 13-17 March 2005
  Vol.2 (pp.819-830) DOI:10.1109/INFCOM.2005.1498313
9. Measuring TCP over WiFi: A Real Case
  Proceeding
  
  Franceschinis, M.; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO
  In: Titolo volume non avvalorato
  WinMee: 1st Workshop on Wireless Network Measurements April 3, 2005
10. TCP anomalies: identification and analysis
  Proceeding
  
  Mellia, Marco; Meo, Michela; Muscariello, L.
  In: Titolo volume non avvalorato
  Springer
  Tyrrenian International Workshop on Digital Communication - TIWDC July, 4-6 2005
  Vol.1 pp.14 (pp.113-126) ISBN:9780387298115 DOI:10.1007/0-387-30394-4_9
11. Considering transmission impairments in RWA algorithms
  Proceeding
  
  Cardillo, R.; Curri, Vittorio; Mellia, Marco
  In: Titolo volume non avvalorato
  Simulation Tools for Research and Education in Optical Networks - Streon05 26-27th October, 2005
  pp.1
12. QoS Routing with Deceptive Information
  Proceeding
  
  Casetti, CLAUDIO ETTORE; Mellia, Marco; Munafo', MAURIZIO MATTEO; Racca, C.
  In: Titolo volume non avvalorato
  Euro-NGI Workshop on QoS and Traffic Control 7-9 December 2005
13. Open-Source PC-Based Software Routers: a Viable Approach to High-Performance Packet Switching
  Proceeding
  
  Bianco, Andrea; Finochietto, J. M.; Galante, G.; Mellia, Marco; Neri, Fabio
  In: Lecture Notes in Computer Science, 2005, Volume 3375/2005
  Springer-Verlag (GERMANIA)
  Third Internation Workshop on QoS in Multiservice IP Networks (Catania, Italy) Feb 2005
  Vol.1 pp.14 (pp.353-366) ISBN:9783540245575 DOI:10.1007/978-3-540-30573-6_27
14. Considering Transmission Impairments in Wavelength Routed Networks
  Proceeding
  
  Cardillo, R.; Curri, Vittorio; Mellia, Marco
  In: Optical Network Design and Modeling, 2005. Conference on
  IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA (STATI UNITI D'AMERICA)
  IEEE ONDM 2005 (Milan, Italy) February 7-9, 2005
  Vol.1 pp.9 (pp.421-429) ISBN:9780780389571 DOI:10.1109/ONDM.2005.1427024
15. IP Network Design with End-to-End QoS Constraints: The VPN Case
  Proceeding
  
  Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
  In: Titolo volume non avvalorato
  ITC-19 August 2005
16. Summarizing XML Data by Means of Association Rules
  Proceeding
  
  Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E.; Tanca, L.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Proceedings of EDBT Workshops 2004
  Springer Berlin Heidelberg
  EDBT Workshops 2004 (Heraklion, Crete, Greece)
  Vol.3268 pp.10 (pp.260-269) ISSN:0302-9743 DOI:10.1007/978-3-540-30192-9_25
17. Measuring Conditional WEB Throughput
  Proceeding
  
  Mardente, G; Mellia, Marco; Bianco, Andrea
  In: Titolo volume non avvalorato
  IEEE (STATI UNITI D'AMERICA)
  HPSR 2005 (IEEE Workshop on High Performance Switching and Routing) (Hong Kong) Maggio 2005
  pp.6 (pp.442-447) ISBN:9780780389243 DOI:10.1109/HPSR.2005.1503271
18. On the Stability of Isolated and Interconnected Input-Queued Switches under Multiclass Traffic
  Article
  
  AJMONE MARSAN, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
  IEEE TRANSACTIONS ON INFORMATION THEORY
  IEEE
  Vol.51 pp.8 (pp.1167-1174) ISSN:0018-9448 DOI:10.1109/TIT.2004.842562
19. Measuring IP and TCP Behavior on Edge Nodes with Tstat
  Article
  
  Mellia, Marco; R., LO CIGNO; Neri, Fabio
  COMPUTER NETWORKS
  Elsevier
  Vol.47 pp.21 (pp.1-21) ISSN:1389-1286 DOI:10.1016/j.comnet.2004.06.026
20. A Lightweight Marker with Partial State Information for DiffServ Networks
  Article
  
  Casetti, CLAUDIO ETTORE; Mellia, Marco
  COMPUTER NETWORKS
  Elsevier
  Vol.49 pp.12 (pp.541-560) ISSN:1389-1286
21. Markov Models of Internet Traffic and a New Hierarchical MMPP Model
  Article
  
  Muscariello, L.; Mellia, Marco; Meo, Michela; AJMONE MARSAN, Marco Giuseppe; LO CIGNO, R.
  COMPUTER COMMUNICATIONS
  Vol.28 (pp.1835-1851) ISSN:0140-3664
22. TCP smart framing: a segmentation algorithm to reduce TCP latency
  Article
  
  Mellia, Marco; Meo, Michela; Casetti, CLAUDIO ETTORE
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE
  Vol.13 pp.14 (pp.316-329) ISSN:1063-6692 DOI:10.1109/TNET.2005.846901
23. Design of IP Virtual Private Networks under End-to-end QoS Constraints
  Book chapter
  
  Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
  Performance Evaluation and Planning Methods for the Next Generation Internet
  Springer
2004
1. Building multimedia data warehouses from distributed data
  Article
  
  Cerquitelli, Tania; G., VARGAS SOLAR; AND J. L., ZECHINELLI MARTINI
  E-GNOSIS
  Vol.2 ISSN:1665-5745
2. On support thresholds in associative classification
  Proceeding
  
  Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Garza, Paolo
  In: Titolo volume non avvalorato
  ACM
  SAC 2004: The 19th ACM Symposium on Applied Computing 14-17 March 2004
  (pp.553-558) ISBN:9781581138122
3. Compact Representations of Sequential Classification Rules
  Proceeding
  
  Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Dutto, Riccardo; Mantellini, L.
  In: Titolo volume non avvalorato
  IEEE ICDM Workshop on The Foundations of Data Mining (Brighton (UK)) November 1st 2004
  pp.15 (pp.1-15)
4. Data Mining Techniques for Effective Flow-based Analysis of Multi-Gigabit Network Traffic
  Proceeding
  
  Baldi, Mario; Baralis, ELENA MARIA; Risso, FULVIO GIOVANNI OTTAVIO
  In: 12th International Conference on Software, Telecommunications and Computer Networks (SoftCom 04)
  12th International Conference on Software, Telecommunications and Computer Networks (SoftCom 04) (Split (Croatia)) October 10-13, 2004
  pp.5 (pp.330-334)
5. Exploiting OTDM Grooming in Dynamic Wavelength Routed Networks
  Proceeding
  
  Calafato, L; Mellia, M; Leonardi, Emilio; Neri, Fabio
  In: Titolo volume non avvalorato
  IFIP TC-6 Working Conference on Optical Network Design and Modelling (ONDM) Febr. 2004
6. Switches under Real Internet Traffic
  Proceeding
  
  Giaccone, Paolo; Mellia, Marco; Muscariello, L.; Rossi, D.
  In: Titolo volume non avvalorato
  2004 IEEE Workshop on High Performance Switching and Routing (HPSR 2004) 18-21 April 2004
  pp.5 ISBN:9780780383753 DOI:10.1109/HPSR.2004.1303483
7. Admission control and path allocation for SLAs in DiffServ networks
  Proceeding
  
  Mardente, G.; Mellia, Marco; Casetti, CLAUDIO ETTORE
  In: High Performance Switching and Routing, 2004. HPSR. 2004 Workshop on
  IEEE
  High Performance Switching and Routing, 2004. HPSR. 2004 Workshop on 18-21 April 2004
  pp.5 (pp.38-42) ISBN:9780780383753 DOI:10.1109/HPSR.2004.1303421
8. Considering end-to-end QoS in IP network design
  Proceeding
  
  Wille, E.; Garetto, M.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
  In: Telecommunications Network Strategy and Planning Symposium. NETWORKS 2004, 11th International
  IEEE
  NETWORKS 2004 June 13-16
  pp.7 (pp.68-74) ISBN:9783800728404 DOI:10.1109/NETWKS.2004.1341816
9. On the Properties of TCP Flow Arrival Process
  Proceeding
  
  Rossi, D.; Muscariello, L.; Mellia, Marco
  In: Communications, 2004 IEEE International Conference on
  IEEE
  Communications, 2004 IEEE International Conference on 20-24 June 2004
  Vol.4 pp.5 (pp.2153-2157) ISBN:9780780385337 DOI:10.1109/ICC.2004.1312899
10. An MMPP-Based Hierarchical Model of Internet Traffic
  Proceeding
  
  Luca, Muscariello; Mellia, Marco; Meo, Michela; RENATO LO, Cigno; AJMONE MARSAN, Marco Giuseppe
  In: Communications, 2004 IEEE International Conference on
  IEEE
  Communications, 2004 IEEE International Conference on June 2004
  Vol.4 pp.5 (pp.2143-2147) ISBN:9780780385337 DOI:10.1109/ICC.2004.1312897
11. Exploiting OTDM traffic Grooming in Dynamic Wavelength Routed Networks
  Proceeding
  
  Calafato, L.; Mellia, Marco; Leonardi, Emilio; Neri, F.
  In: Titolo volume non avvalorato
  ONDM 2004 - Eighth Working Conference on Optical Network Design and Modelling
12. Answering Queries on XML Data by means of Association Rules
  Proceeding
  
  Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E.; Tanca, L.
  In: Titolo volume non avvalorato
  Italian Symposium on Advanced Database Systems jun
  (pp.262-269) ISBN:9788890140914
13. Frequent Itemset Mining in a Relational DBMS
  Proceeding
  
  Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Lottini, A.; Pansa, L.
  In: Titolo volume non avvalorato
  Italian Symposium on Advanced Database Systems jun
  (pp.158-165) ISBN:9788890140914
14. Essential classification rule sets
  Article
  
  Baralis, ELENA MARIA; Chiusano, SILVIA ANNA
  ACM TRANSACTIONS ON DATABASE SYSTEMS
  ACM New York, NY, USA
  Vol.29 (4) pp.40 (pp.635-674) ISSN:0362-5915 DOI:10.1145/1042046.1042048
2003
1. Design of WDM Networks Exploiting OTDM and Light-Splitters
  Book chapter
  
  Petracca, P; Mellia, Marco; Leonardi, Emilio; Neri, F.
  Lecture Notes in Computer Science
  Springer (GERMANIA)
  Vol.1 (pp.433-446)
2. Towards Feasible Topology Formation Algorithms for Bluetooth-based WPANS
  Proceeding
  
  Chiasserini, Carla Fabiana; AJMONE MARSAN, Marco Giuseppe; Baralis, ELENA MARIA; Garza, Paolo
  In: HICSS 2003. 36th Annual Hawaii International Conference on System Sciences
  IEEE
  HICSS 2003 (Big Island of Hawaii, USA) January, 2003
  pp.10 (pp.313-322) ISBN:9780769518749 DOI:10.1109/HICSS.2003.1174873
3. Majority Classification by Means of Association Rules
  Proceeding
  
  Baralis, ELENA MARIA; Garza, Paolo
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Proceedings of 7th European Conference on Principles and Practice of Knowledge Discovery in Databases
  Springer Berlin Heidelberg
  7th European Conference on Principles and Practice of Knowledge Discovery in Databases (Cavtat-Dubrovnik; Croatia)
  Vol.2838 pp.12 (pp.35-46) ISSN:0302-9743 DOI:10.1007/978-3-540-39804-2_6
4. Building multimedia data warehouses from distributed data
  Proceeding
  
  Cerquitelli, Tania; VARGAS SOLAR, G; ZECHINELLI MARTINI, J. L.
  In: Workshop on Advances in Databases and Information Retrieval
  Workshop on Advances in Databases and Information Retrieva (Tlaxcala, México,) September 2003
  ISBN:9789703600700
5. Designing and Testing High Dependable Memories for Aerospace Applications
  Proceeding
  
  Brogna, A; Bigongiari, F; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Saletti, R.
  In: Titolo volume non avvalorato
  IFIP International Conference on Very Large Scale Integration of System-on-Chip (IFIP VLSI-SoC) (Darmstadt (Germany)) 1-3 December 2003
  ISBN:9783901882173
6. Design of WDM Networks Exploiting OTDM and Light Splitters
  Proceeding
  
  P., Petracca; M., Mellia; Leonardi, Emilio; Neri, Fabio
  In: Titolo volume non avvalorato
  2nd International Workshop on QoS in Multiservice IP Networks (QOS-IP 2003) Febbraio 2003
7. On-line Routing Optimization for MPLS-based IP Networks
  Proceeding
  
  Mardente, G; Casetti, CLAUDIO ETTORE; LO CIGNO, R; Mellia, Marco; Munafo', MAURIZIO MATTEO
  In: Titolo volume non avvalorato
  2003 Workshop on High Performance Switching and Routing (HPSR 2003), Torino, Ita
  ISBN:9780780377103
8. User Patience and the Web: a hands-on investigation
  Proceeding
  
  Rossi, D.; Casetti, CLAUDIO ETTORE; Mellia, Marco
  In: Global Telecommunications Conference, 2003. GLOBECOM '03. IEEE (Volume:7 )
  IEEE
  IEEE GLOBECOM 2003 novembre 2003
  pp.6 (pp.4163-4168) ISBN:9780780379749 DOI:10.1109/GLOCOM.2003.1259011
9. TCP Smart Framing: a Segmentation Algorithm to Improve TCP performance
  Proceeding
  
  Mellia, M.; Meo, Michela; Casetti, CLAUDIO ETTORE
  In: Titolo volume non avvalorato
  2nd International Workshop on QoS in Multiservice IP Networks (QoS-IP 2003) febbraio 2003
10. Fair Marking of Web Flows using Partial State Information
  Proceeding
  
  Alzati, M.; Bottigliengo, M.; Casetti, CLAUDIO ETTORE; Mellia, Marco
  In: Titolo volume non avvalorato
  ITC-18 settembre 2003
11. Bounds on Delays and Queue Lengths in Input Queued Cell Switches
  Article
  
  AJMONE MARSAN, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
  JOURNAL OF THE ASSOCIATION FOR COMPUTING MACHINERY
  Vol.50 (pp.520-550) ISSN:0004-5411
12. TCP-aware packet marking in networks with diffserv support
  Article
  
  Mellia, Marco; Stoica, I.; Zhang, H.
  COMPUTER NETWORKS
  Vol.42 (pp.81-100) ISSN:1389-1286
13. Bounds on delays and queue lengths in input-queued cell switches
  Article
  
  Leonardi, Emilio; Mellia, Marco; F., Neri; AJMONE MARSAN, Marco Giuseppe
  JOURNAL OF THE ASSOCIATION FOR COMPUTING MACHINERY
  (pp.520-550) ISSN:0004-5411
14. A new class of QoS routing strategies based on network graph reduction
  Article
  
  Casetti, CLAUDIO ETTORE; LO CIGNO, R.; Mellia, Marco; Munafo', MAURIZIO MATTEO; Zsoka, Z.
  COMPUTER NETWORKS
  Vol.41 (pp.475-487) ISSN:1389-1286
15. Materialized Views in Multidimensional Databases
  Book chapter
  
  Paraboschi, S.; Sindoni, G.; Baralis, ELENA MARIA; Teniente, E.
  Multidimensional Databases: Problems and solutions
  Idea Group (STATI UNITI D'AMERICA)
  (pp.221-251) ISBN:9781591400530
2002
1. Accurate Classification by means of Association Rules
  Proceeding
  
  Baralis, E; Garza, Paolo
  In: Titolo volume non avvalorato
  Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati (Portoferraio, Italy) June 19-21, 2002
  (pp.273-280)
2. On Using COTS/CAM Equipments in Space Applications
  Article
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Zanello, R.
  MSSU: MICROGRAVITY AND SPACE STATION UTILIZATION
  Liguori Editore SRL
  Vol.2 pp.3 ISSN:0958-5036
3. Classification of Text by means of Association Rules
  Proceeding
  
  Baralis, ELENA MARIA; Garza, Paolo
  In: Titolo volume non avvalorato
  International Conference on Applied Mathematical Programming and Modelling (APMOD '02) (Varenna, Italia)
  pp.3 (pp.234-236)
4. Minimal Non Redundant Classification Rule Sets
  Proceeding
  
  Baralis, ELENA MARIA; Chiusano, SILVIA ANNA
  In: Titolo volume non avvalorato
  IEEE ICDM02 Workshop on The Foundations of Data Mining and Knowledge Discovery (Terrsa, Maebashi (Japan)) 9-10 December 2002
5. On the Throughput Achievable by Isolated and Interconnected Input-Queued Switches under Multicass Traffic
  Proceeding
  
  AJMONE MARSAN, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
  In: Titolo volume non avvalorato
  IEEE Conference on Computer Communications (INFOCOM) June 2002
6. A New Class of QoS Routing Strategies Based on Network Graph Reduction
  Proceeding
  
  Casetti, CLAUDIO ETTORE; LO CIGNO, R.; Mellia, Marco; Munafo', MAURIZIO MATTEO; Zsoka, Z.
  In: INFOCOM 2002. Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings. IEEE (Volume:2 )
  IEEE
  IEEE Infocom 2002 June 23-27 2002
  pp.8 (pp.715-722) ISBN:9780780374768 DOI:10.1109/INFCOM.2002.1019317
7. Measuring IP and TCP behavior on Edge Nodes
  Proceeding
  
  Mellia, Marco; Carpani, A.; LO CIGNO, R.
  In: Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE
  IEEE
  Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE November 2002
  Vol.3 pp.5 (pp.2533-2537) ISBN:9780780376328 DOI:10.1109/GLOCOM.2002.1189087
8. A Simulation Study of Web Traffic over DiffServ Networks
  Proceeding
  
  Rossi, D.; Casetti, CLAUDIO ETTORE; Mellia, Marco
  In: Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE (Volume:3 )
  IEEE
  IEEE Globecom 2002 November 2002
  pp.5 (pp.2578-2582) ISBN:9780780376328 DOI:10.1109/GLOCOM.2002.1189096
9. Exploiting OTDM technology in WDM networks
  Proceeding
  
  Mellia, Marco; Leonardi, Emilio; Feletig, M.; Gaudino, Roberto; Neri, Fabio
  In: Titolo volume non avvalorato
  IEEE
  IEEE INFOCOM 2002, 21st annual joint conference of the IEEE Computer and Communications Societies (Newe York (USA)) 23-27 June 2002
  Vol.3 pp.10 (pp.1822-1831) ISBN:9780780374768 DOI:10.1109/INFCOM.2002.1019436
10. An Analytical Framework for SLA Admission Control in a DiffServ Domain
  Proceeding
  
  Mellia, Marco; Casetti, CLAUDIO ETTORE; Mardente, G.; AJMONE MARSAN, Marco Giuseppe
  In: Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE
  IEEE
  Global Telecommunications Conference, 2002. GLOBECOM '02. IEEE novembre 2002
  Vol.3 pp.5 (pp.2563-2567) ISBN:9780780376328 DOI:10.1109/GLOCOM.2002.1189093
11. Automated Synthesis of SEU Tolerant Architectures from OO Descriptions
  Proceeding
  
  Chiusano, SILVIA ANNA; DI CARLO, Stefano; Prinetto, Paolo Ernesto
  In: Titolo volume non avvalorato
  IEEE Computer Society (STATI UNITI D'AMERICA)
  IEEE 8th International On-Line Testing Workshop (IOLTW) (Isle of Bendor, FR) 8-10 July 2002
  pp.6 (pp.26-31) ISBN:9780769516417 DOI:10.1109/OLT.2002.1030179
12. A Lazy Approach To Pruning Classification Rules
  Proceeding
  
  Baralis, ELENA MARIA; Garza, Paolo
  In: Titolo volume non avvalorato
  IEEE Computer Society (STATI UNITI D'AMERICA)
  IEEE Int. Conf. on Data Mining (Maebashi City, Japan) 9-12 December 2002
  pp.8 (pp.35-42) ISBN:9780769517544 DOI:10.1109/ICDM.2002.1183883
13. DFT and BIST of a multichip module for high-energy physics experiments
  Article
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto
  IEEE DESIGN & TEST OF COMPUTERS
  IEEE
  Vol.19/3 pp.12 (pp.92-103) ISSN:0740-7475 DOI:10.1109/MDT.2002.1003804
14. TCP Statistic and Analysis Tool
  Article
  
  Mellia, Marco
  IEEE NETWORK
  Vol.16 (pp.100-101) ISSN:0890-8044
15. TCP Model for Short Lived Flows
  Article
  
  Mellia, Marco; Stoica, I.; Zhang, H.
  IEEE COMMUNICATIONS LETTERS
  Vol.6 (pp.85-88) ISSN:1089-7798
16. Design of Logical Topologies in Wavelength-Routed IP Networks
  Article
  
  AJMONE MARSAN, Marco Giuseppe; Grosso, A.; Leonardi, Emilio; Mellia, Marco; Nucci, A.
  PHOTONIC NETWORK COMMUNICATIONS
  Vol.4 (pp.423-442) ISSN:1387-974X
17. An On-line BIST RAM Architecture with Self Repair Capabilities
  Article
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; DI NATALE, Giorgio; Prinetto, Paolo Ernesto
  IEEE TRANSACTIONS ON RELIABILITY
  IEEE
  Vol.51 pp.6 (pp.123-128) ISSN:0018-9529 DOI:10.1109/24.994929
2001
1. A Realistic Model to Evaluate Routing Algorithms in the Internet
  Proceeding
  
  Casetti, CLAUDIO ETTORE; LO CIGNO, R; Mellia, Marco; Munafo', MAURIZIO MATTEO; Zsoka, Z.
  In: IEEE Globecom 2001
  IEEE
  Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE (San Antonio, Texas) November 25-29, 2001
  Vol.3 pp.4 (pp.1882-1885) ISBN:9780780372061 DOI:10.1109/GLOCOM.2001.965901
2. TCP Smart-Framing: using smart segments to enhance the performance of TCP
  Proceeding
  
  Mellia, Marco; Casetti, CLAUDIO ETTORE; Meo, Michela
  In: Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE
  IEEE
  Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE (San Antonio, Texas) November 25-29, 2001
  Vol.3 pp.5 (pp.1708-1712) ISBN:9780780372061 DOI:10.1109/GLOCOM.2001.965871
3. Packet Marking for Web traffic in Networks with RIO Routers
  Proceeding
  
  Mellia, Marco; Stoica, I; Zhang, H.
  In: Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE
  IEEE
  Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE (San Antonio, Texas) November 25-29, 2001
  Vol.3 pp.6 (pp.1828-1833) ISBN:9780780372061 DOI:10.1109/GLOCOM.2001.965891
4. Optimal design of logical topologies in wavelength-routed optical networks with multicast traffic
  Proceeding
  
  Mellia, Marco; Nucci, A; Grosso, A; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
  In: Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE
  IEEE
  Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE (San Antonio, Texas) November 2001
  Vol.3 pp.6 (pp.1520-1525) ISBN:9780780372061 DOI:10.1109/GLOCOM.2001.965835
5. Network controller design for SONATA, a large scale all-optical WDM network
  Proceeding
  
  Bianco, Andrea; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
  In: Titolo volume non avvalorato
  IEEE
  IEEE International Conference on Communications, ICC 2001 (Helsinki (FIN)) 11-14 Jun 2001
  Vol.2 pp.7 (pp.482-488) ISBN:9780780370708 DOI:10.1109/ICC.2001.936987
6. On applying the set covering model to reseeding
  Proceeding
  
  Chiusano, SILVIA ANNA; DI CARLO, Stefano; Prinetto, Paolo Ernesto; Wunderlich, H. J.
  In: Titolo volume non avvalorato
  IEEE Computer Society (STATI UNITI D'AMERICA)
  Design, Automation and Test in Europe, Conference and Exhibition (DATE) (Munich, DE) 13-16 March 2001
  pp.5 (pp.156-160) ISBN:9780769509938 DOI:10.1109/DATE.2001.915017
7. Bounds on average delays and queue size averages and variances in input-queued cell-based switches
  Proceeding
  
  Leonardi, Emilio; Mellia, Marco; Neri, Fabio; AJMONE MARSAN, Marco Giuseppe
  In: Titolo volume non avvalorato
  IEEE
  INFOCOM 2001, 20th Annual Joint Conference of the IEEE Computer and Communications Societies (Anchorage, AK (USA)) April 22-26, 2001
  Vol.2 pp.9 (pp.1095-1103) ISBN:9780780370166 DOI:10.1109/INFCOM.2001.916303
8. Routing Algorithms Evaluation for Elastic Traffic
  Proceeding
  
  Casetti, CLAUDIO ETTORE; LO CIGNO, R.; Mellia, M.; Munafo', MAURIZIO MATTEO; Zsoka, Z.
  In: Titolo volume non avvalorato
  2001 IEEE Workshop on High Performance Switching and Routing (HPSR 2001) May 29-31, 2001
  ISBN:9780780367111
9. GRAAL: a tool for highly dependable SRAMs generation
  Proceeding
  
  Chiusano, SILVIA ANNA; DI NATALE, G.; Prinetto, Paolo Ernesto; Bigongiari, F.
  In: Titolo volume non avvalorato
  IEEE International Test Conference 30 October - 1 November 2001
  (pp.250-257) ISBN:9780780371699
10. A Self-Repairing Execution Unit for Microprogrammed Processors
  Article
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto
  IEEE MICRO
  IEEE COMPUTER SOCIETY
  Vol.21, Issue: 5 pp.7 (pp.16-22) ISSN:0272-1732 DOI:10.1109/40.958696
11. On the stability of input-queued switches with speed-up
  Article
  
  Leonardi, Emilio; Mellia, Marco; Neri, Fabio; AJMONE MARSAN, Marco Giuseppe
  IEEE-ACM TRANSACTIONS ON NETWORKING
  IEEE
  Vol.9 pp.15 (pp.104-118) ISSN:1063-6692 DOI:10.1109/90.909028
12. Logical Topologies Design over WDM Wavelength Routed Networks Robust to Traffic Uncertainties
  Article
  
  Grosso, A.; Leonardi, Emilio; Mellia, Marco; Nucci, A.
  IEEE COMMUNICATIONS LETTERS
  Vol.5 (pp.172-174) ISSN:1089-7798
13. Online and Offline BIST in IP-Core Design
  Article
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; DI NATALE, Giorgio; Prinetto, Paolo Ernesto; Lobetti Bodoni, M.
  IEEE DESIGN & TEST OF COMPUTERS
  IEEE
  Vol.18(5) pp.8 (pp.92-99) ISSN:0740-7475 DOI:10.1109/54.953276
2000
1. QoS Routing Strategies when Link State Information is Out-of-Date
  Proceeding
  
  Casetti, CLAUDIO ETTORE; LO CIGNO, R; Mellia, M; Munafo', MAURIZIO MATTEO; Zsoka, Z.
  In: Titolo volume non avvalorato
  Networks UK (REGNO UNITO DI GRAN BRETAGNA)
  Eighth IFIP Workshop on Performance Modelling and Evaluation of ATM & IP Networks (Ilkley, West Yorkshire, U.K.) July 17-19, 2000
  ISBN:9780954015114
2. QoS Routing Strategies when Link State Information is Out-of-Date
  Book chapter
  
  Casetti, CLAUDIO ETTORE; LO CIGNO, R; Mellia, Marco; Munafo', MAURIZIO MATTEO; Zsoka, Z.
  Performance Analysis of ATM Networks
  Kluwer Academic (PAESI BASSI)
  Vol.5 ISBN:9780954015114
3. Stability of maximal size matching scheduling in input-queued cell switches
  Proceeding
  
  Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Neri, Fabio
  In: Communications, 2000. ICC 2000. 2000 IEEE International Conference on
  IEEE
  Communications, 2000. ICC 2000. 2000 IEEE International Conference on (New Orleans, Louisiana) June 18-22, 2000
  Vol.3 pp.6 (pp.1758-1763) ISBN:9780780362833 DOI:10.1109/ICC.2000.853798
4. Algortihms for the Topology Design in WDM All-Optical Networks
  Article
  
  Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe
  OPTICAL NETWORKS MAGAZINE
  Vol.1 (pp.35-46) ISSN:1388-6916
5. A CAC Algorithm for ATM Networks Supporting Different QoS Classes
  Book chapter
  
  AJMONE MARSAN, Marco Giuseppe; Bianco, Andrea; Casetti, CLAUDIO ETTORE; Castelli, P; LO CIGNO, R; Mellia, Marco; Munafo', MAURIZIO MATTEO
  Performance Analysis of ATM Networks
  Kluwer Academic Publishers
  (pp.286-305) ISBN:9780412836404
6. Self-repairing in a micro-programmed processor for dependable applications
  Proceeding
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Simonotti, P; Ugo, G.
  In: Titolo volume non avvalorato
  IEEE Press (STATI UNITI D'AMERICA)
  DFT 2000: IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (Yamanashi, Japan) 25-27 Sept. 2000
  pp.9 (pp.231-239) ISBN:9780769507194 DOI:10.1109/DFTVS.2000.887161
7. A family of Self-Repair SRAM cores
  Proceeding
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; DI NATALE, G; LOBETTI BODONI, M; Prinetto, Paolo Ernesto
  In: Titolo volume non avvalorato
  IEEE Press (STATI UNITI D'AMERICA)
  IOLTW 2000: IEEE International On-Line Test Workshop July 2000
  (pp.214-218) ISBN:9780765916419
8. HD2BIST: a hierarchical framework for BIST scheduling, data patterns delivering and diagnosis in SoCs
  Proceeding
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; DI CARLO, Stefano; Prinetto, Paolo Ernesto; Ricciato, F.; Spadari, M.; Zorian, Y.
  In: Titolo volume non avvalorato
  IEEE (STATI UNITI D'AMERICA)
  IEEE International Test Conference (ITC) (Atlantic City (NJ), USA) 3-5 Oct. 2000
  pp.10 (pp.892-901) ISBN:9780780365469 DOI:10.1109/TEST.2000.894300
9. An effective distributed BIST architecture for RAMs
  Proceeding
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; DI CARLO, Stefano; DI NATALE, Giorgio; LOBETTI BODONI, M.; Prinetto, Paolo Ernesto
  In: Titolo volume non avvalorato
  IEEE Computer Society (STATI UNITI D'AMERICA)
  IEEE European Test Workshop (ETW) (Cascais, PT) 23-26 May 2000
  pp.6 (pp.119-124) ISBN:9780769507019 DOI:10.1109/ETW.2000.873788
10. On integrating a proprietary and a commercial architecture for optimal BIST performances in SoCs
  Proceeding
  
  Benso, Alfredo; DI CARLO, Stefano; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Ricciato, F.; Lobetti Bodoni, M.; Spadari, M.
  In: Titolo volume non avvalorato
  IEEE Computer Society (STATI UNITI D'AMERICA)
  IEEE International Conference on Computer Design (ICCD) (Austin (TX), USA) 17-20 Sept. 2000
  pp.2 (pp.539-540) ISBN:9780769508016 DOI:10.1109/ICCD.2000.878335
11. On the Stability of Input-Buffer Cell Switches with Speed-Up
  Proceeding
  
  AJMONE MARSAN, Marco Giuseppe; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
  In: Proccedings of IEEE Infocom 2000
  IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC (STATI UNITI D'AMERICA)
  IEEE Infocom 2000 (Tel Aviv) March 26-30, 2000
  Vol.3 pp.10 (pp.1604-1613) DOI:10.1109/INFCOM.2000.832559
12. Optimal Hardware Pattern Generation for Functional BIST
  Proceeding
  
  Cataldo, S.; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Wunderlich, H. J.
  In: Titolo volume non avvalorato
  IEEE Design, Automation and Test in Europe 27-30 March 2000
  (pp.292-297) ISBN:9780769505374
13. A C/C++ Source-to-Source Compiler for Dependable Applications
  Proceeding
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Tagliaferri, L.
  In: Titolo volume non avvalorato
  IEEE International Conference on Dependable Systems and Networks 25-28 June 2000
  (pp.71-78) ISBN:9780769507071
14. A COTS Wrapping Toolkit for Fault Tolerant Applications under Windows NT
  Proceeding
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto
  In: Titolo volume non avvalorato
  IEEE International On-Line Testing Workshop 3-5 July 2000
  (pp.9-16) ISBN:9780769506463
15. 'BOND': An Interposition Agents Based Fault Injector for Windows NT
  Proceeding
  
  Baldini, A.; Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto
  In: Titolo volume non avvalorato
  IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems 25-27 October 2000
  (pp.387-395) ISBN:9780769507194
16. A software development kit for dependable applications in embedded systems
  Proceeding
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto
  In: Titolo volume non avvalorato
  IEEE International Test Conference 3-5 October 2000
  pp.9 (pp.170-178) ISBN:9780780365469
17. Non-intrusive BIST for systems-on-a-chip
  Proceeding
  
  Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Wunderlich, H. J.
  In: Titolo volume non avvalorato
  IEEE International Test Conference 3-5 October 2000
  pp.8 (pp.644-651) ISBN:9780780365469
18. A High-level EDA Environment for the Automatic Insertion of HD-BIST Structures
  Article
  
  Benso, Alfredo; Cataldo, Silvia; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Zorian, Y.
  JOURNAL OF ELECTRONIC TESTING
  Springer Netherlands
  Vol.16 pp.6 (pp.179-184) ISSN:0923-8174 DOI:10.1023/A:1008326928340
19. Load-Balancing Solutions for Static Routing Schemes in ATM Networks
  Article
  
  Casetti, CLAUDIO ETTORE; LO CIGNO, R.; Mellia, Marco
  COMPUTER NETWORKS
  Vol.34 (pp.169-180) ISSN:1389-1286
20. An algebraic approach to static analysis of active database rules
  Article
  
  Baralis, ELENA MARIA; Widom, J.
  ACM TRANSACTIONS ON DATABASE SYSTEMS
  Vol.25 (pp.269-332) ISSN:0362-5915
21. Analysis of Call Blocking Probability in TDM/WDM Networks with Transparency Constraint
  Article
  
  Bianco, Andrea; Galante, G.; Leonardi, Emilio; Mellia, Marco
  IEEE COMMUNICATIONS LETTERS
  Vol.4 (pp.104-106) ISSN:1089-7798
22. Network controller design for SONATA, a large-scale all-optical passive network
  Article
  
  Bianco, Andrea; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
  IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
  IEEE
  Vol.18 pp.12 (pp.2017-2028) ISSN:0733-8716 DOI:10.1109/49.887921
1999
1. An Adaptive Routing Algorithm for Best-effort Traffic in Integrated-Services Networks
  Proceeding
  
  Casetti, CLAUDIO ETTORE; Favalessa, G; Mellia, Marco; Munafo', MAURIZIO MATTEO
  In: 16th International Teletraffic Congress (ITC-16)
  ISBN:9780444502681
2. QoS-Aware Routing Schemes Based on Hierarchical Load-Balancing for Integrated Services Packet Networks
  Proceeding
  
  Casetti, CLAUDIO ETTORE; LO CIGNO, R; Mellia, Marco
  In: IEEE International Communication Conference (ICC'99)
  IEEE International Communication Conference (ICC'99) (Vancouver) June 6-10, 1999
  ISBN:9780780352841
3. RT-level TPG Exploiting High-Level Synthesis Information
  Proceeding
  
  Chiusano, SILVIA ANNA; Corno, Fulvio; Prinetto, Paolo Ernesto
  In: Titolo volume non avvalorato
  IEEE VLSI Test Symposium 25-30 April 1999
  (pp.341-353) ISBN:9780769501468
4. HD-BIST: a hierarchical framework for BIST scheduling and diagnosis in SOCs
  Proceeding
  
  Benso, Alfredo; Cataldo, S.; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Zorian, Y.
  In: Titolo volume non avvalorato
  IEEE International Test Conference (Atlantic City, NJ) 27-30 September 1999
  pp.7 (pp.1038-1044) ISBN:9780780357532
5. Testing an MCM for high-energy physics experiments: a case study
  Proceeding
  
  Benso, Alfredo; Chiusano, SILVIA ANNA; Prinetto, Paolo Ernesto; Giovannetti, S.; Mariani, R.; Motto, S.
  In: Titolo volume non avvalorato
  IEEE International Test Conference (Atlantic City, NJ) 27-30 September 1999
  pp.9 (pp.38-46) ISBN:9780780357532
6. Integrating Symbolic Techniques in ATPG-Based Sequential Logic Optimization
  Proceeding
  
  SAN MILLAN, E.; Entrena, L.; Espejo, J. A.; Chiusano, SILVIA ANNA; Corno, Fulvio
  In: Titolo volume non avvalorato
  IEEE Design, Automation and Test in Europe 9-12 March 1999
  (pp.516-520) ISBN:9780769500782
7. Incremental Refinement of Mining Queries
  Proceeding
  
  Baralis, ELENA MARIA; Psaila, G.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Titolo volume non avvalorato
  Springer
  Data Warehousing and Knowledge Discovery First International Conference, DaWaK’99 (Florence (ITA)) August 30 – September 1, 1999
  Vol.1676 pp.10 (pp.173-182) ISSN:0302-9743 ISBN:9783540664581 DOI:10.1007/3-540-48298-9_19
8. Testing Embedded Memories in Telecommunication Systems
  Article
  
  Barbagallo, S.; Benso, Alfredo; Chiusano, SILVIA ANNA; Lobetti Bodoni, M.; Prinetto, Paolo Ernesto
  IEEE COMMUNICATIONS MAGAZINE
  IEEE
  Vol.37 , Issue: 6 pp.6 (pp.84-89) ISSN:0163-6804 DOI:10.1109/35.769279
9. Exploiting Behavioral Information in Gate-Level ATPG
  Article
  
  Chiusano, SILVIA ANNA; Corno, Fulvio; Prinetto, Paolo Ernesto
  JOURNAL OF ELECTRONIC TESTING
  Vol.14(1-2) (pp.141-148) ISSN:0923-8174 DOI:10.1023/A:1008322011010
10. A CAC Algorithm for ATM Networks Supporting Different QoS Classes
  Book chapter
  
  AJMONE MARSAN, Marco Giuseppe; Bianco, Andrea; Casetti, CLAUDIO ETTORE; Castelli, P; LO CIGNO, R; Mellia, Marco; Munafo', MAURIZIO MATTEO
  Performance Modelling and Evaluation of ATM Networks
  Kluwer Academic
  Vol.4 ISBN:9780412836404
11. Rule Analysis
  Book chapter
  
  Baralis, ELENA MARIA
  Active rules in Database Systems
  Springer Verlag (STATI UNITI D'AMERICA)
  (pp.51-67) ISBN:9780387985299
1998
1. Variable Time Scale Simulation of ATM Traffic Control Techniques
  Proceeding
  
  AJMONE MARSAN, Marco Giuseppe; Bianco, Andrea; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Francini, A; LO CIGNO, R; Mellia, Marco; Munafo', MAURIZIO MATTEO; Castelli, P.
  In: Titolo volume non avvalorato
  5th Polish Teletraffic Symposium
2. A System for Evaluating On-Line Testability at the RT-level
  Proceeding
  
  Chiusano, SILVIA ANNA; Corno, Fulvio; SONZA REORDA, Matteo; Vietti, R.
  In: Titolo volume non avvalorato
  IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems 2-4 November 1998
  (pp.284-291) ISBN:9780818688324
3. A Test Pattern Generation Algorithm Exploiting Behavioral Information
  Proceeding
  
  Chiusano, SILVIA ANNA; Corno, Fulvio; Prinetto, Paolo Ernesto
  In: Titolo volume non avvalorato
  IEEE Asian Test Symposium 2-4 December 1998
  (pp.480-485) ISBN:9780818682773
4. AMORE: Data Mining on a Relational Database
  Proceeding
  
  Baralis, ELENA MARIA; Meo, R.; Psaila, G.
  In: Titolo volume non avvalorato
  Demo at 6th Int. Conf. on Advances in Database Technology (Valencia, Spain) March 23-27, 1998
5. Compile-time and Run-time Analysis of Active Behaviors
  Article
  
  Baralis, ELENA MARIA; Ceri, S.; Paraboschi, S.
  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
  Vol.10 (pp.353-370) ISSN:1041-4347
1997
1. The IDEA Tool Set
  Proceeding
  
  Ceri, S.; Fraternali, P.; Paraboschi, S.; Baralis, ELENA MARIA; Fravega, A.
  In: Titolo volume non avvalorato
  IEEE COMPUTER SOCIETY
  The Thirteenth International Conference on Data Engineering (Birmingham U.K) April 7-11, 1997
  pp.1 ISBN:9780818678073 DOI:10.1109/ICDE.1997.582033
2. A Simulation Analysis of a QoS-Based CAC Algorithm for ATM Networks
  Proceeding
  
  AJMONE MARSAN, Marco Giuseppe; Bianco, Andrea; Casetti, CLAUDIO ETTORE; Castelli, P; LO CIGNO, R; Mellia, Marco; Munafo', MAURIZIO MATTEO
  In: Titolo volume non avvalorato
  Fifth IFIP Workshop on Performance Modelling and Evaluation of ATM Networks (Ilkley, U.K.) 21st-23rd July, 1997
3. An Integrated Software Environment for the Simulation of ATM Networks
  Proceeding
  
  AJMONE MARSAN, Marco Giuseppe; Bianco, Andrea; Casetti, CLAUDIO ETTORE; Chiasserini, Carla Fabiana; Francini, A.; LO CIGNO, R.; Mellia, Marco; Munafo', MAURIZIO MATTEO
  In: Titolo volume non avvalorato
  SCSC'97, Summer Computer Simulation Conference July 1997
4. Hybrid Symbolic-Explicit Techniques for the Graph Coloring Problem
  Proceeding
  
  Chiusano, SILVIA ANNA; Corno, Fulvio; Prinetto, Paolo Ernesto; SONZA REORDA, Matteo
  In: Titolo volume non avvalorato
  IEEE European Design and Test Conference (Paris) March 1997
  pp.5 (pp.422-426) ISBN:9780818677861
5. Exploiting Symbolic Techniques within Genetic Algorithms for Power Optimization
  Proceeding
  
  Chiusano, SILVIA ANNA; Corno, Fulvio; Prinetto, Paolo Ernesto; Rebaudengo, Maurizio; SONZA REORDA, Matteo
  In: Titolo volume non avvalorato
  IEEE International Conference on Tools with Artificial Intelligence 3-8 Nov 1997
  (pp.133-140) ISBN:9780818682032
6. Cellular automata for deterministic sequential test pattern generation
  Proceeding
  
  Chiusano, SILVIA ANNA; Corno, Fulvio; Prinetto, Paolo Ernesto; SONZA REORDA, Matteo
  In: Titolo volume non avvalorato
  IEEE VLSI Test Symposium April 27-May 1, 1997
  (pp.60-67) ISBN:9780818678103
7. Guaranteeing Testability in Re-encoding for Low Power.
  Proceeding
  
  Chiusano, SILVIA ANNA; Corno, Fulvio; Prinetto, Paolo Ernesto; Rebaudengo, Maurizio; SONZA REORDA, Matteo
  In: Titolo volume non avvalorato
  IEEE Asian Test Symposium 17-18 November 1997
  (pp.30-35) ISBN:9780818682094
8. Performance Evaluation of Rule Execution Semanctics in Active databases
  Proceeding
  
  Baralis, ELENA MARIA; Bianco, Andrea
  In: Titolo volume non avvalorato
  IEEE Computer Society (STATI UNITI D'AMERICA)
  13rd IEEE Int. Conf. on Data Engineering (Birmingham U.K.) April 7-11, 1997
  pp.10 (pp.365-374) ISBN:9780818678073 DOI:10.1109/ICDE.1997.581878
9. Materialized View Selection in a Multidimensional Database
  Proceeding
  
  Baralis, ELENA MARIA; Paraboschi, S.; Teniente, E.
  In: Titolo volume non avvalorato
  Morgan Kaufmann
  VLDB'97, Proceedings of 23rd International Conference on Very Large Data Bases (Athens, Greece) August 25-29, 1997
  pp.10 (pp.156-165) ISBN:9781558604704
10. Debugging and Run-time Monitoring of Active Rules
  Article
  
  Baralis, ELENA MARIA; Ceri, S.; Paraboschi, S.
  JOURNAL OF SYSTEMS INTEGRATION
  ISSN:0925-4676
11. Designing Templates for Mining Association Rules
  Article
  
  Baralis, ELENA MARIA; Psaila, G.
  JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
  Vol.9 ISSN:0925-9902
1996
1. Support Environment for Active Rule Design
  Article
  
  Baralis, ELENA MARIA; Ceri, S.; Fraternali, P.; Paraboschi, S.
  JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
  Vol.7 (pp.129-149) ISSN:0925-9902
2. Modularization Techniques for Active Rules Design
  Article
  
  Baralis, ELENA MARIA; Ceri, S.; Paraboschi, S.
  ACM TRANSACTIONS ON DATABASE SYSTEMS
  Vol.21 (pp.1-29) ISSN:0362-5915
1995
1. Design of active rule applications: Issues and approaches
  Proceeding
  
  Ceri, S.; Baralis, ELENA MARIA; Fraternali, P.; Paraboschi, S.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Titolo volume non avvalorato
  Springer
  Deductive and Object-Oriented Databases 4th International Conference, DOOD '95 (Singapore (SGP)) December 4–7, 1995
  Vol.1013 pp.18 (pp.1-18) ISSN:0302-9743 ISBN:9783540606086 DOI:10.1007/3-540-60608-4_31
2. Run-time detection of non-terminating active rule systems
  Proceeding
  
  Baralis, ELENA MARIA; Ceri, S.; Paraboschi, S.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Titolo volume non avvalorato
  Springer
  Deductive and Object-Oriented Databases 4th International Conference, DOOD '95 (Singapore (SGP)) December 4–7, 1995
  Vol.1013 pp.17 (pp.38-54) ISSN:0302-9743 ISBN:9783540606086 DOI:10.1007/3-540-60608-4_33
3. Improved rule analysis by means of triggering and activation graphs
  Proceeding
  
  Baralis, ELENA MARIA; Ceri, S.; Paraboschi, S.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Titolo volume non avvalorato
  Springer
  Rules in Database Systems 2nd International Workshop, RIDS '95 (Glyfada, Athens (GRC)) September 25–27, 1995
  Vol.985 pp.17 (pp.165-181) ISSN:0302-9743 ISBN:9783540603658 DOI:10.1007/3-540-60365-4_126
4. Using delta relations to optimize condition evaluation in active databases
  Proceeding
  
  Baralis, ELENA MARIA; Widom, J.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Titolo volume non avvalorato
  Springer
  Rules in Databases systems 2nd International Workshop, RIDS '95 (September 25–27, 1995) Glyfada, Athens (GRC)
  Vol.985 pp.17 (pp.292-308) ISSN:0302-9743 ISBN:9783540603658 DOI:10.1007/3-540-60365-4_134
1994
1. An intelligent database system application: The design of EMS
  Proceeding
  
  Baralis, ELENA MARIA; Ceri, S.; Monteleone, G.; Paraboschi, S.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Titolo volume non avvalorato
  Springer
  Applications of Databases 1st International Conference, ADB-94 (Vadstena (SWE)) June 21–23, 1994
  Vol.819 pp.18 (pp.172-189) ISSN:0302-9743 ISBN:9783540581833 DOI:10.1007/3-540-58183-9_48
2. Declarative specification of constraint maintenance
  Proceeding
  
  Baralis, ELENA MARIA; Ceri, S.; Paraboschi, S.
  LECTURE NOTES IN COMPUTER SCIENCE
  In: Entity-Relationship Approach — ER '94 Business Modelling and Re-Engineering
  Springer
  13th International Conference on the Entity-Relationship Approach (Manchester (GBR)) December 13–16, 1994
  Vol.881 pp.18 (pp.205-222) ISSN:0302-9743 ISBN:9783540587866 DOI:10.1007/3-540-58786-1_81
3. An Algebraic Approach to Rule Analysis in Expert DatabaseSystems
  Proceeding
  
  Baralis, ELENA MARIA; Widom, J.
  In: VLDB'94, Proceedings of 20th International Conference on Very Large Data Bases
  The 20th International Conference on Very Large Data Bases (Santiago de Chile) September 12-15, 1994
  pp.12 (pp.475-486) ISBN:9781558601536
1993
1. Better Termination Analysis for Active Databases
  Proceeding
  
  Baralis, ELENA MARIA; Ceri, S.; Widom, J.
  In: Rules in Database Systems
  Rules in Database Systems
  pp.17 (pp.163-179) ISBN:9783540198468
1987
1. Simplified Hybrid Optical MOdel for RWL Threshold Current Optimization
  Article
  
  Baralis, ELENA MARIA; Bianco, Andrea; Bava, Gian Paolo; Montrosset, Ivo
  IEE PROCEEDINGS. PART J, OPTOELECTRONICS
  IEE (Institution of Electrical Engineers)
  Vol.134 pp.6 (pp.16-21) ISSN:0267-3932 DOI:10.1049/ip-j:19870005

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