DBDM - Database and Data Mining Group

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

Progetti e pubblicazioni

  • Selezione di progetti di ricerca finanziati
    • 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 (In corso)
    • AISN – AI SECURED NETWORKS
      VASSIO LUCA
      2024 - 2025 (In corso)
    • APPLICAZIONE DI ALGORITMI DI MACHINE LEARNING PER IL MONITORAGGIO DELLA QUALITÀ DEL SERVIZIO DELLA RETE
      GIORDANO DANILO, MELLIA MARCO
      2024 - 2025 (In corso)
    • EMPOWERING MULTILINGUAL INCLUSIVE COMMUNICATION (E-MIMIC)
      CERQUITELLI TANIA
      2023 - 2025 (In corso)
    • ACRE: AI-BASED CAUSALITY AND REASONING FOR DECEPTIVE ASSETS
      GIORDANO DANILO
      2023 - 2025 (In corso)
    • XINTERNET (EXPLAINABLE INTERNET)
      MELLIA MARCO
      2023 - 2025 (In corso)
    • 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 (In corso)
    • 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 (In corso)
    • 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 (In corso)
    • IMEDA - IMPROVING EFFICIENCY IN DETECTION ANALYSIS
      GIOBERGIA FLAVIO, MELLIA MARCO
      2023 - 2024 (In corso)
    • MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING
      CAGLIERO LUCA, VASSIO LUCA
      2023 - 2024 (In corso)
    • ALGORITMI DI DATA MINING E MACHINE LEARNING PER SISTEMI DI CYBERSECURITY IN AMBITO WEB
      GARZA PAOLO
      2022 - 2024 (In corso)
    • MANAGE 5.0 - MANUFACTURING AUTOMOTIVE GREEN EVOLUTION 5.0
      MELLIA MARCO
      2022 - 2024 (In corso)
    • READING (&) MACHINE. LA PROMOZIONE DELLA LETTURA VERSO IL FUTURO
      MELLIA MARCO
      2022 - 2023 (In corso)
    • TOWARD A ZERO DEFECTS MANUFACTURING PROCESS WITH ARTIFICIAL INTELLIGENCE APPLICATIONS
      GIORDANO DANILO
      2020 - 2021 (In corso)
    • 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 (Concluso)
    • ACCORDO ATTUATIVO TRA IL DIPARTIMENTO DI ELETTRONICA E TELECOMUNICAZIONI DET E IL CONSORTIUM GARR
      MELLIA MARCO
      2021 - 2024 (Concluso)
    • 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 (Concluso)
    • NATURAL LANGUAGE PROCESSING A SUPPORTO DELL’OPERATIVITÀ TIM
      CAGLIERO LUCA
      2023 - 2023 (Concluso)
    • MACHINE LEARNING FOR NETWORK SUPERVISION AND ASSURANCE
      GARZA PAOLO
      2023 - 2023 (Concluso)
    • ENHANCEMENTS OF ANALYTICS MODELS FOR CHARACTERIZATION OF QUALITY OF EXPERICENCE IN MOBILE NETWORKS
      MELLIA MARCO
      2023 - 2023 (Concluso)
    • PRODUCTION LINE QUALITY ENHANCEMENT USING ADVANCED DATA ANALYSIS
      GIORDANO DANILO
      2022 - 2023 (Concluso)
    • 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 (Concluso)
    • 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 (Concluso)
    • PROGETTAZIONE E REALIZZAZIONE ALGORITMI DI PIANIFICAZIONE PER LA SCHEDULAZIONE AVANZATA DELLA PRODUZIONE PER PICCOLE E MEDIE IMPRESE
      CERQUITELLI TANIA, GHIRARDI MARCO
      2022 - 2023 (Concluso)
    • 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 (Concluso)
    • AI-ASSISTED NETWORK SECURITY
      VASSIO LUCA
      2022 - 2023 (Concluso)
    • DATA, ARTIFICIAL INTELLIGENCE METHODS & STRATEGIC DECISION MAKING: A CASE STUDY IN MOTORSPORTS
      CERQUITELLI TANIA
      2022 - 2023 (Concluso)
    • MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING
      CAGLIERO LUCA, RISSO FULVIO GIOVANNI OTTAVIO, URGESE GIANVITO, VASSIO LUCA
      2022 - 2023 (Concluso)
    • DATA & CONCEPT DRIFT METHODOLOGIES: UNSUPERVISED ESTIMATION OF PREDICTIVE MODEL DEGRADATION FOR HIGH-PERFORMANCE COMPUTING CLUSTER
      CERQUITELLI TANIA
      2022 - 2023 (Concluso)
    • 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 (Concluso)
    • ENTREPRENEURS AS SCIENTISTS: WHEN AND HOW START-UPS BENEFIT FROM A SCIENTIFIC APPROACH TO DECISION MAKING
      CAGLIERO LUCA, UGHETTO ELISA
      2020 - 2023 (Concluso)
    • MACHINE LEARNING FOR NETWORK SUPERVISION AND FAULT MANAGEMENT
      GARZA PAOLO
      2022 - 2022 (Concluso)
    • CHARACTERIZATION OF QUALITY OF EXPERIENCE IN MOBILE NETWORKS
      MELLIA MARCO
      2022 - 2022 (Concluso)
    • MACHINE LEARNING ON HPC
      CERQUITELLI TANIA
      2021 - 2022 (Concluso)
    • NETWORK MONITORING FOR QOE ASSESSMENT
      BIANCO ANDREA, GIORDANO DANILO
      2021 - 2022 (Concluso)
    • FATA: FORMAZIONE ADATTIVA MEDIANTE TECNOLOGIE AVANZATE
      CERQUITELLI TANIA
      2021 - 2022 (Concluso)
    • PIMCITY: BUILDING THE NEXT GENERATION PERSONAL DATA PLATFORMS
      MELLIA MARCO
      2019 - 2022 (Concluso)
    • TECNICHE DI MACHINE LEARNING E DATA SCIENCE PER CLINICAL TRIALS E PLF
      APILETTI DANIELE
      2021 - 2021 (Concluso)
    • MACHINE LEARNING FOR NETWORKSUPERVISION AND FAULT MANAGEMENT
      GARZA PAOLO
      2021 - 2021 (Concluso)
    • NETWORK PERFORMANCE & VIDEO
      MELLIA MARCO
      2021 - 2021 (Concluso)
    • 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 (Concluso)
    • AI-ASSISTED NETWORK SECURITY
      MELLIA MARCO
      2020 - 2021 (Concluso)
    • ANALISI DI DATI DI VEICOLI CONNESSI PER OTTIMIZZARE L'UPTIME DELLE BATTERIE
      CERQUITELLI TANIA
      2020 - 2021 (Concluso)
    • PIATTAFORMA DI PREDICTIVE MAINTENANCE VIBRAZIONALE (PREMA): PROGETTAZIONE E SVILUPPO DEL COMPONENTE PREMA BACKEND
      CERQUITELLI TANIA
      2020 - 2021 (Concluso)
    • DEVELOPMENT OF A RAPID PROTOTYPING FLIGHT VEHICLE ENGINEERING TOOLSET
      CHIUSANO SILVIA ANNA, VIOLA NICOLE
      2020 - 2021 (Concluso)
    • 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 (Concluso)
    • PIATTAFORMA DI PREDICTIVE MAINTENANCE VIBRAZIONALE (PREMA): PROGETTAZIONE E SVILUPPO DEL COMPONENTE PREMA EDGE
      CERQUITELLI TANIA
      2020 - 2021 (Concluso)
    • “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 (Concluso)
    • CENTRO DI COMPETENZA CALCOLO AD ALTE PRESTAZIONI E INTELLIGENZA ARTIFICIALE TORINO
      MELLIA MARCO, PICCOLO ELIO
      2018 - 2021 (Concluso)
    • EUROPEAN INFRASTRUCTURE POWERING THE INTERNET OF THINGS
      CERQUITELLI TANIA, GERBALDI CLAUDIO
      2018 - 2021 (Concluso)
    • TECNICHE DI MACHINE LEARNING E DATA SCIENCE PER LE FILIERE IN AMBITO CLINICO
      APILETTI DANIELE
      2020 - 2020 (Concluso)
    • ANALISI DEI DATI PER MANUTENZIONE PREDITTIVA
      BARALIS ELENA MARIA
      2019 - 2020 (Concluso)
    • SMART MANUFACTURING AND PROCESS IMPROVEMENT DRIVEN BY MACHINE LEARNING IN INDUSTRY 4.0
      BARALIS ELENA MARIA, GIORDANO DANILO
      2019 - 2020 (Concluso)
    • 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 (Concluso)
    • VALUTAZIONE QUALITÀ DELL’INTRODUZIONE DI TECNICHE DI BIG DATA ED ANALYTICS
      CERQUITELLI TANIA
      2019 - 2020 (Concluso)
    • ANALISI DI DATI TELEMATICI PER IL FLEET MANAGEMENT
      BARALIS ELENA MARIA
      2019 - 2020 (Concluso)
    • PROGRESSING WP3 CARS URBAN MOBILITY MANAGEMENT AND NEW CONCEPTS
      GATTESCHI VALENTINA, LAMBERTI FABRIZIO, MELLIA MARCO
      2019 - 2020 (Concluso)
    • R&D MOTION SICKNESS PREDICTION MODEL
      BARALIS ELENA MARIA, CHIUSANO SILVIA ANNA
      2019 - 2019 (Concluso)
    • SUPPORT FOR HIGH FUEL PRESSURE PROGNOSTI AND FOR AT SYSTEM AGEING ON-FIELD AN
      BARALIS ELENA MARIA
      2018 - 2019 (Concluso)
    • ENHANCED PORE TYPING IMAGE ANALYSIS AND EXTENDED PETROGRAPHY THROUGH MINERALOGY
      BARALIS ELENA MARIA
      2018 - 2019 (Concluso)
    • MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING - FOG COMPUTING E OPPORTUNISTIC NETWORKING
      CAGLIERO LUCA, MELLIA MARCO, RISSO FULVIO GIOVANNI OTTAVIO
      2018 - 2019 (Concluso)
    • MODELLAZIONE DELL’EFFICIENZA ENERGETICA DEGLI EDIFICI BASATA SU OPEN-DATA
      CERQUITELLI TANIA
      2018 - 2019 (Concluso)
    • WP3 CARS URBAN MOBILITY MANAGEMENT AND NEW CONCEPTS
      MELLIA MARCO
      2018 - 2019 (Concluso)
    • STUDIO E PROGETTAZIONE DI ALGORITMI PER INTERNET OF BOILERS
      CHIUSANO SILVIA ANNA
      2017 - 2019 (Concluso)
    • IMPROVING RESILIENCE TO EMERGENCIES THROUGH ADVANCED CYBER TECHNOLOGIES
      BARALIS ELENA MARIA, CHIASSERINI CARLA FABIANA
      2016 - 2019 (Concluso)
    • PROGETTAZIONE DI UNA SOLUZIONE PER LA GESTIONE DI DATI RACCOLTI DA RED-TAG
      CERQUITELLI TANIA
      2018 - 2018 (Concluso)
    • ONSET SLEEP DETECTION DATA ANALYTICS
      BARALIS ELENA MARIA, CHIUSANO SILVIA ANNA
      2018 - 2018 (Concluso)
    • NOISE APP DETECTION DEVELOPMENT
      BARALIS ELENA MARIA
      2018 - 2018 (Concluso)
    • PROGETTAZIONE DI UNA SOLUZIONE A SUPPORTO DEL POSIZIONAMENTO AUTOMATICO DEI RED-TAG
      CERQUITELLI TANIA
      2018 - 2018 (Concluso)
    • MOTION SICKNESS PREDICTION MODEL
      BARALIS ELENA MARIA, CHIUSANO SILVIA ANNA
      2018 - 2018 (Concluso)
    • SUBSYSTEM SELECTION AND PRELIMINARY DATA AND PREVENTIVE DIAGNOSTIC MODELS
      BARALIS ELENA MARIA
      2017 - 2018 (Concluso)
    • MONROE - MEASURING MOBILE BROADBAND NETWORKS IN EUROPE
      MELLIA MARCO
      2015 - 2018 (Concluso)
    • STUDY OF STATE-OF-THE-ART METHODS AND TOOLS TO SIMILARITY SEARCH OF CAD OBJECTS
      CERQUITELLI TANIA
      2017 - 2017 (Concluso)
    • PROGETTO N. 4 - RECURRENT NEURAL NETWORKS APPLIED TO NETWORK AND SERVICE DATA
      MELLIA MARCO
      2017 - 2017 (Concluso)
    • ONTIC - ONLINE NETWORK TRAFFIC CHARACTERIZATION
      BARALIS ELENA MARIA
      2014 - 2017 (Concluso)
    • SUBSYSTEM SELECTION AND PRELIMINARY DATA
      BARALIS ELENA MARIA
      2016 - 2016 (Concluso)
    • DATA-CENTRIC GENOMIC COMPUTING (GENDATA 2020)
      BARALIS ELENA MARIA
      2013 - 2016 (Concluso)
    • MPLANE-AN INTELLIGENT MEASUREMENTE PLANE FOR FUTURE NETWORK AND APPLICATION MANAGMENT
      BARALIS ELENA MARIA, MELLIA MARCO
      2012 - 2015 (Concluso)
    • FI-WARE -FUTURE INTERNET CORE PLATFORM
      CHIUSANO SILVIA ANNA
      2014 - 2014 (Concluso)
    • ANALISI DI ALGORITMI PER IL BILANCIAMENTO GEOGRAFICO DELLE BICICLETTE IN SISTEMI DI BIKE -SHARING
      BARALIS ELENA MARIA
      2013 - 2013 (Concluso)
    • WEB-BI - WEB INTELLIGENCE
      BARALIS ELENA MARIA
      2012 - 2013 (Concluso)
    • SMILE-O
      BARALIS ELENA MARIA
      2011 - 2013 (Concluso)
    • ANALISI DEL PROCESSO DI MIGRAZIONE DI DATI PER LA NUOVA GESTIONE DELL'IMPOSTA PER L'IGIENE URBANA
      BARALIS ELENA MARIA
      2010 - 2010 (Concluso)
    • DEFINIZIONE E PROGETTAZIONE DEL DATA WAREHOUSE AZIENDALE
      BARALIS ELENA MARIA
      2008 - 2009 (Concluso)
    • CERTIFICAZIONE DELLA QUALITÀ DELLA BASE DI DATI PER LA GESTIONE DELLE DELEGHE SINDACALI
      BARALIS ELENA MARIA
      2008 - 2008 (Concluso)
    • CARATTERIZZAZIONE DI TRAFFICO A LIVELLO TRASPORTO: ANALISI E MODELLI DI FLUSSI DATI E REAL TIME
      MELLIA MARCO
      2006 - 2008 (Concluso)
    • VERIFICHE ATTINENTI L'ESTRAZIONE DEI DATI AI FINI DI UNA MIGRAZIONE DI SISTEMA INFORMATICO
      BARALIS ELENA MARIA
      2007 - 2007 (Concluso)
    • CLASSIFICAZIONE DI DOCUMENTI XML
      BARALIS ELENA MARIA
      1999 - 2001 (Concluso)
    • ESTRAZIONE DI INFORMAZIONI (DATA MINING) DAI DATI ESTRATTI DAL WEB
      BARALIS ELENA MARIA
      1998 - 2000 (Concluso)
  • Selezione di pubblicazioni recenti
    In stampa
    1. 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

    2. 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, Korea) 14-19 April, 2024

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

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

    4. 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

    5. Lorentz-invariant augmentation for high-energy physics
      proceeding

      Monaco, Simone; Barresi, Sebastiano; Apiletti, Daniele
      In: Communications in Computer and Information Science
      Springer (SVIZZERA)
      European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (Torino) September 18-22 2023
      pp.9

    6. LAS: a bio-clinical integrated laboratory information system for translational data management
      capitolo

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

    2024
    1. Scalable K-Nearest Neighbors Implementation using Distributed Embedded Systems
      proceeding

      DE SIO, Corrado; Avignone, Andrea; Sterpone, Luca; Chiusano, Silvia
      In: Proceedings of the 21st ACM International Conference on Computing Frontiers (CF’ 24)
      ACM
      21st ACM International Conference on Computing Frontiers (CF’ 24) (Ischia (ITA)) May 7-9, 2024

    2. 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

    3. PACMNET, V2, CoNEXT1, March 2024 Editorial
      editoriale

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

    4. X-squatter: AI Multilingual Generation of Cross-Language Sound-squatting
      articolo

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

    5. Social and economic variables explain COVID-19 diffusion in European regions
      articolo

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

    6. 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

    7. LogPrécis: Unleashing language models for automated malicious log analysis
      articolo

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

    8. Boosting court judgment prediction and explanation using legal entities
      articolo

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

    9. 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

    10. 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

    11. 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

    12. Political context of the European vaccine debate on Twitter
      articolo

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

    13. Towards Comprehensive Subgroup Performance Analysis in Speech Models
      articolo

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

    14. AI models for automated segmentation of engineered polycystic kidney tubules
      articolo

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

    15. 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

    16. 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

    2023
    1. PACMNET, V1, CoNEXT3, December 2023 Editorial
      editoriale

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

    2. 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

    3. 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

    4. 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

    5. 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

    6. 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

    7. 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

    8. Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories
      articolo

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

    9. 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

    10. Diversità è cambiamento. Bilancio di genere 2023 - Politecnico di Torino
      monografia

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

    11. 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

    12. 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

    13. Cross-network Embeddings Transfer for Traffic Analysis
      articolo

      Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Drago, Idilio; Milan, Giulia; Houidi, Zied Ben; Rossi, Dario
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      pp.13 (pp.1-13) ISSN:1932-4537 DOI:10.1109/TNSM.2023.3329442

    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
      articolo

      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. 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

    23. 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

    24. PACMNET V1, CoNEXT2, September 2023 Editorial
      editoriale

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

    25. On the use of Pretrained Language Models for Legal Italian Document Classification
      proceeding

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

    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. Abstractive video lecture summarization: applications and future prospects
      articolo

      Benedetto, Irene; LA QUATRA, Moreno; Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura
      EDUCATION AND INFORMATION TECHNOLOGIES
      Springer
      pp.21 (pp.1-21) ISSN:1573-7608 DOI:10.1007/s10639-023-11855-w

    28. 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

    29. 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

    30. 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

    31. 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

    32. 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

    33. 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

    34. 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

    35. Modeling communication asymmetry and content personalization in online social networks
      articolo

      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

    36. 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

    37. 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

    38. Machine learning empowered computer networks
      editoriale

      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

    39. 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

    40. 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

    41. i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis
      articolo

      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]
      articolo

      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
      editoriale

      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?
      articolo

      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
      articolo

      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
      articolo

      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?
      articolo

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

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

    58. Early portfolio pruning: a scalable approach to hybrid portfolio selection
      articolo

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

    59. BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization
      articolo

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

    60. Density-based Clustering by Means of Bridge Point Identification
      articolo

      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

    61. Practical anonymization for data streams: z-anonymity and relation with k-anonymity
      articolo

      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

    62. Learning industrial vehicles’ duty patterns: A real case
      articolo

      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

    63. Data Driven Scalability and Profitability Analysis in Free Floating Electric Car Sharing Systems
      articolo

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

    64. URLGEN – Towards Automatic URL Generation Using GANs
      articolo

      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

    65. 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

    66. 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
      articolo

      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
      capitolo

      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
      articolo

      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
      curatela

      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
      curatela

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

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

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

    30. Mining SpatioTemporally Invariant Patterns
      proceeding

      Colomba, Luca; Cagliero, Luca; Garza, Paolo
      In: Titolo volume non avvalorato
      ACM Press
      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

    31. 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

    32. 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

    33. 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

    34. 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

    35. 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)

    36. The Internet with Privacy Policies: Measuring The Web Upon Consent
      articolo

      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

    37. Mining and modelling temporal dynamics of followers' engagement on online social networks
      articolo

      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

    38. Summarising Multilingual Documents: The Unexpressed Potential of Deep Natural Language Processing
      capitolo

      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

    39. 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

    40. Real-Time Classification of Real-Time Communications
      articolo

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

    41. Transformer-based highlights extraction from scientific papers
      articolo

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

    42. 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

    43. Message from the organizers of WAIN
      editoriale

      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

    44. 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

    45. A PIMS Development Kit for New Personal Data Platforms
      articolo

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

    46. Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach
      articolo

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

    47. Leveraging the momentum effect in machine learning-based cryptocurrency trading
      articolo

      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

    48. 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

    49. 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

    50. 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

    51. Cinematographic Shot Classification with Deep Ensemble Learning
      articolo

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

    52. Understanding mobility in networks
      articolo

      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

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

      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

    54. 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

    55. Trusting deep learning natural-language models via local and global explanations
      articolo

      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

    56. 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

    57. 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

    58. Interpreting AI for Networking: Where We Are and Where We Are Going
      articolo

      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

    59. A first look at HTTP/3 adoption and performance
      articolo

      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

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

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

    61. Retina: An open-source tool for flexible analysis of RTC traffic
      articolo

      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

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

      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

    63. Measuring Roaming in Europe: Infrastructure and Implications on Users QoE
      articolo

      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
      altro

      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
      tesi dottorato

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

    10. Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science
      editoriale

      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
      articolo

      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
      capitolo

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

    15. Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
      monografia

      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
      capitolo

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

    17. A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow
      articolo

      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
      editoriale

      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
      editoriale

      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
      articolo

      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
      articolo

      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
      capitolo

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

    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
      articolo

      La Quatra, M.; Cagliero, L.; Baralis, E.
      SCIENTOMETRICS
      Springer Science and Business Media B.V.
      pp.19 ISSN:0138-9130 DOI:10.1007/s11192-021-04117-4

    35. A hybrid cloud-to-edge predictive maintenance platform
      capitolo

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

    36. A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems
      articolo

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

    37. Predictive Maintenance in the Production of Steel Bars: A Data-Driven Approach
      capitolo

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

    38. Estimating Remaining Useful Life: A Data-Driven Methodology for the White Goods Industry
      capitolo

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

    39. Data-Driven Predictive Maintenance: A Methodology Primer
      capitolo

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

    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
      articolo

      GOMES FERREIRA, CARLOS HENRIQUE; Murai, Fabricio; Silva, Ana Paula Couto.; Almeida, Jussara M.; Trevisan, Martino; Vassio, Luca; Mellia, Marco; Drago, Idilio
      ONLINE SOCIAL NETWORKS AND MEDIA
      Elsevier
      Vol.25 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
      articolo

      Cerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, Enrico; Poncino, Massimo
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      pp.31 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
      articolo

      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
      articolo

      Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      pp.18 ISSN:0957-4174 DOI:10.1016/j.eswa.2021.115109

    48. Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data
      articolo

      Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, Elena; Salvatori, Lucia; Loti, Riccardo
      COMPUTERS IN INDUSTRY
      Elsevier
      Vol.130 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
      articolo

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

    50. 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

    51. Towards website domain name classification using graph based semi-supervised learning
      articolo

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

    52. 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

    53. Predicting student academic performance by means of associative classification
      articolo

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

    54. A multi-faceted characterization of free-floating car sharing service usage
      articolo

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

    55. 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

    56. Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools
      articolo

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

    57. Understanding web pornography usage from traffic analysis
      articolo

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

    58. α-MON: Traffic Anonymizer for Passive Monitoring
      articolo

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

    59. Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning
      articolo

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

    60. Characterizing client usage patterns and service demand for car-sharing systems
      articolo

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

    2020
    1. Big Data in Computer Network Monitoring
      capitolo

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

    2. Editorial special issue on data analytics for engineering, science and society
      editoriale

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

    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. 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

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

      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

    6. 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

    7. 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)

    8. Diversità è Eccellenza. Bilancio di Genere 2020 - Politecnico di Torino
      monografia

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

    9. 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

    10. Forecasting: theory and practice
      altro

      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)

    11. Deep learning models for road passability detection during flood events using social media data
      articolo

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

    12. 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

    13. 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

    14. 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

    15. 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

    16. 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

    17. 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

    18. Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back
      articolo

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

    19. 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

    20. 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

    21. 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

    22. 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

    23. 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

    24. 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

    25. 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

    26. 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

    27. Evaluating espresso coffee quality by means of time-series feature engineering
      proceeding

      Apiletti, D.; Pastor, E.; Callà, R.; Baralis, E.
      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

    28. 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

    29. Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts
      articolo

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

    30. Does domain name encryption increase users' privacy?
      articolo

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

    31. Update on ACM SIGCOMM CCR reviewing process
      editoriale

      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

    32. Extracting highlights of scientific articles: A supervised summarization approach
      articolo

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

    33. 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

    34. 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

    35. 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

    36. 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)

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

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

    38. Exploiting pivot words to classify and summarize discourse facets of scientific papers
      articolo

      La Quatra, M.; Cagliero, L.; Baralis, E.
      SCIENTOMETRICS
      Springer
      pp.19 (pp.1-19) ISSN:0138-9130 DOI:10.1007/s11192-020-03532-3

    39. ERRANT: Realistic Emulation of Radio Access Networks
      articolo

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

    40. 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

    41. 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

    42. Campus Traffic and e-Learning during COVID-19 Pandemic
      articolo

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

    43. A cloud-to-edge approach to support predictive analytics in robotics industry
      articolo

      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

    44. Five Years at the Edge: Watching Internet From the ISP Network
      articolo

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

    45. REDTag: A Predictive Maintenance Framework for Parcel Delivery Services
      articolo

      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

    46. entity2rec: Property-specific knowledge graph embeddings for item recommendation
      articolo

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

    47. Training ensembles of faceted classification models for quantitative stock trading
      articolo

      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

    48. Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining
      articolo

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

    49. From Hotel Reviews to City Similarities: A Unified Latent-Space Model
      articolo

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

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

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

    51. On Car-Sharing Usage Prediction with Open Socio-Demographic Data
      articolo

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

    52. User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement
      articolo

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

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

      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

    54. Big Data in Computer Network Monitoring
      capitolo

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

    2019
    1. 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
      editoriale

      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
      capitolo

      Cerquitelli, T; Macii, E.; Macii, A.
      Il futuro della fabbrica. La via italiana per il rinascimento della manifattura.
      ESTE (ITALIA)
      pp.20 (pp.1-20) ISBN:9788898053322

    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
      articolo

      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
      articolo

      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
      altro

      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
      altro

      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
      articolo

      Cagliero, Luca.; Garza, Paolo; Baralis, Elena
      ACM TRANSACTIONS ON INFORMATION SYSTEMS
      ACM Association for Computing Machinery
      Vol.37 pp.33 (pp.1-33) ISSN:1046-8188 DOI:10.1145/3298987

    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
      articolo

      Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
      IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
      IEEE
      pp.13 (pp.1-13) ISSN:1524-9050 DOI:10.1109/TITS.2019.2932809

    35. A Survey on Big Data for Network Traffic Monitoring and Analysis
      articolo

      Dralconzo, Alessandro; Drago, Idilio; Morichetta, Andrea; Mellia, Marco; Casas, Pedro
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.16 pp.14 (pp.800-813) ISSN:1932-4537 DOI:10.1109/TNSM.2019.2933358

    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
      articolo

      Morichetta, Andrea; Mellia, Marco
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.16 pp.14 (pp.814-827) ISSN:1932-4537 DOI:10.1109/TNSM.2019.2927409

    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
      articolo

      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
      articolo

      Attanasio, Antonio; Piscitelli, Marco; Chiusano, Silvia; Capozzoli, Alfonso; Cerquitelli, Tania
      ENERGIES
      MDPI
      Vol.12 pp.25 (pp.1273-1297) ISSN:1996-1073 DOI:10.3390/en12071273

    45. Adaptive hierarchical clustering for petrographic image analysis
      proceeding

      Pasini, Andrea; Baralis, Elena; Garza, Paolo; Floriello, Davide; Idiomi, Michela; Ortenzi, Andrea; Ricci, Simone
      CEUR WORKSHOP PROCEEDINGS
      In: CEUR Workshop Proceedings
      CEUR-WS
      Data Analytics solutions for Real-LIfe APplications (DARLI-AP). 2019 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2019 (Lisbon (PRT)) 2019
      Vol.2322 pp.6 ISSN:1613-0073

    46. 4 Years of EU Cookie Law: Results and Lessons Learned
      articolo

      Trevisan, Martino; Traverso, Stefano; Bassi, Eleonora; Mellia, Marco
      PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES
      De Gruyter
      Vol.2019 pp.20 (pp.126-145) ISSN:2299-0984 DOI:10.2478/popets-2019-0023

    47. Forecasting Heating Consumption in Buildings: A Scalable Full-Stack Distributed Engine
      articolo

      Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Bottaccioli, Lorenzo; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Patti, Edoardo
      ELECTRONICS
      MDPI
      Vol.8 pp.31 (pp.1-31) ISSN:2079-9292 DOI:10.3390/electronics8050491

    48. Characterizing Web Pornography Consumption from Passive Measurements
      proceeding

      Morichetta, Andrea; Trevisan, Martino; Vassio, Luca
      In: Lecture Notes in Computer Science
      Springer International Publishing
      20th International Conference on Passive and Active Network Measurement (Puerto Varas, Chile) March 27-29, 2019
      Vol.11419 pp.13 (pp.304-316) ISBN:9783030159856 DOI:10.1007/978-3-030-15986-3_20

    49. Free floating electric car sharing design: Data driven optimisation
      articolo

      Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca
      PERVASIVE AND MOBILE COMPUTING
      Elsevier
      Vol.55 pp.17 (pp.59-75) ISSN:1574-1192 DOI:10.1016/j.pmcj.2019.02.007

    50. Recommending Personalized Summaries of Teaching Materials
      articolo

      Cagliero, Luca; Farinetti, Laura; Baralis, ELENA MARIA
      IEEE ACCESS
      IEEE
      Vol.7 pp.11 (pp.22729-22739) ISSN:2169-3536 DOI:10.1109/ACCESS.2019.2899655

    51. IoT Platforms and Technologies Driving Spatial Planning and Analytics
      capitolo

      Bottaccioli, Lorenzo; Patti, Edoardo; Osello, Anna; Cerquitelli, Tania; Macii, Enrico; Acquaviva, Andrea
      ADVANCES IN ENVIRONMENTAL ENGINEERING AND GREEN TECHNOLOGIES BOOK SERIES
      Spatial Planning in the Big Data Revolution
      IGI Global
      pp.29 (pp.84-112) ISSN:2326-9162 ISBN:9781522579274 DOI:10.4018/978-1-5225-7927-4.ch004

    52. PAIN: A Passive Web Performance Indicator for ISPs
      articolo

      Trevisan, Martino; Drago, Idilio; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.149 pp.12 (pp.115-126) ISSN:1389-1286 DOI:10.1016/j.comnet.2018.11.024

    53. Results from running an experiment as a service platform for mobile broadband networks in Europe
      articolo

      Mancuso, Vincenzo; Peón Quirós, Miguel; Mohamed Moulay, Cise Midoglu.; Comite, Vincenzo; Lutu, Andra; Alay, Özgü; Alfredsson, Stefan; Rajiullah, Mohammad; Brunström, Anna; Mellia, Marco; SAFARI KHATOUNI, Ali; Hirsch, Thomas
      COMPUTER COMMUNICATIONS
      Elsevier
      Vol.133 pp.13 (pp.89-101) ISSN:0140-3664 DOI:10.1016/j.comcom.2018.09.004

    2018
    1. A method for exploring traffic passive traces and grouping similar urls
      brevetto

      Mellia, Marco; Metwalley, Hassan; Bocchi, Enrico; Morichetta, Andrea
      N.WO2018047027A1

    2. Method and System for Predicting System Status
      brevetto

      Giobergia, Flavio; Baralis, Elena; Camuglia, Maria; Neri, Alessandra; Tricarico, Davide; Tuninetti, Alessia
      N.US20200065690A1; DE102019114378A1

    3. iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0
      proceeding

      Apiletti, Daniele; Barberis, Claudia; Cerquitelli, Tania; Macii, Alberto; Macii, Enrico; Poncino, Massimo; Ventura, Francesco
      In: IEEE International Conference on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018, Melbourne, Australia, December 11-13, 2018
      IEEE COMPUTER SOC
      IEEE International Conference on Parallel & Distributed Processing with Applications (Melbourne, Australia) December 11-13, 2018
      pp.8 (pp.924-931) ISBN:9781728111414 DOI:10.1109/BDCloud.2018.00136

    4. Reservoir Effects on Flood Peak Discharge at the Catchment Scale
      articolo

      Volpi, E.; Di Lazzaro, M.; Bertola, Miriam; Viglione, A.; Fiori, A.
      WATER RESOURCES RESEARCH
      AGU Wiley
      Vol.54 pp.14 (pp.9623-9636) ISSN:0043-1397 DOI:10.1029/2018WR023866

    5. Mining Sensor Data for Predictive Maintenance in the Automotive Industry
      proceeding

      Giobergia, Flavio; Baralis, Elena; Camuglia, Maria; Cerquitelli, Tania; Mellia, Marco; Neri, Alessandra; Tricarico, Davide; Tuninetti, Alessia
      In: IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) 2018
      IEEE (STATI UNITI D'AMERICA)
      IEEE International Conference on Data Science and Advanced Analytics (DSAA) (Torino) October 2018
      pp.10 (pp.351-360) ISBN:9781538650905 DOI:10.1109/DSAA.2018.00046

    6. A Density-based Preprocessing Technique to Scale Out Clustering
      proceeding

      Baralis, Elena; Garza, Paolo; Pastor, Eliana
      In: Proceedings of the 2018 IEEE International Conference on Big Data (Big Data)
      IEEE
      2018 IEEE International Conference on Big Data (Big Data) (Seattle, WA, USA) December 10-13 2018
      pp.10 (pp.2078-2087) ISBN:9781538650356 DOI:10.1109/BigData.2018.8621870

    7. Achieving Horizontal Scalability in Density-based Clustering for URLs
      proceeding

      Faroughi, Azadeh; Javidan, Reza; Mellia, Marco; Morichetta, Andrea; Soro, Francesca; Trevisan, Martino
      In: Proceedings of the 2018 IEEE International Conference on Big Data
      IEEE (STATI UNITI D'AMERICA)
      2018 IEEE International Conference on Big Data (Seattle, USA) 10-13 Dicembre 2018
      pp.6 (pp.3841-3846) ISBN:9781538650356 DOI:10.1109/BigData.2018.8622005

    8. Study of the applicability of an itemset-based portfolio planner in a multi-market context
      proceeding

      Cagliero, Luca; Garza, Paolo
      CEUR WORKSHOP PROCEEDINGS
      In: CEUR Workshop Proceedings
      CEUR-WS
      2018 Workshops of the International Conference on Extending Database Technology and the International Conference on Database Theory, EDBT/ICDT-WS 2018 (aut) 2018
      Vol.2083 pp.6 (pp.50-55) ISSN:1613-0073

    9. 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
      articolo

      Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Ricupero, Giuseppe; Baralis, Elena
      APPLIED SCIENCES
      MDPI AG
      Vol.8 pp.27 ISSN:2076-3417 DOI:10.3390/app8122521

    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
      articolo

      Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied; Lamali, Mohamed Lamine
      ACM TRANSACTIONS ON THE WEB
      Association for Computing Machinery
      Vol.12 pp.30 (pp.1-30) ISSN:1559-1131 DOI:10.1145/3231466

    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
      articolo

      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
      articolo

      Cagliero, Luca; Cerquitelli, Tania; Chiusano, Silvia; Garza, Paolo; Attanasio, Antonio
      INFORMATION SCIENCES
      Elsevier
      Vol.467 pp.14 (pp.149-162) ISSN:0020-0255 DOI:10.1016/j.ins.2018.08.002

    26. Discovering cross-topic collaborations among researchers by exploiting weighted association rules
      articolo

      Cagliero, Luca; Garza, Paolo; Kavoosifar, Mohammad Reza; Baralis, Elena
      SCIENTOMETRICS
      Springer
      Vol.116 pp.29 (pp.1273-1301) ISSN:0138-9130 DOI:10.1007/s11192-018-2737-3

    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
      articolo

      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
      articolo

      Caroleo, Brunella Roberta Daniela; Palumbo, Enrico; Osella, Michele; Lotito, Antonio; Rizzo, Giuseppe; Ferro, ENRICO GIOVANNI; Attanasio, Antonio; Chiusano, SILVIA ANNA; Zuccaro, Giulio; Leone, Mattia; DE GREGORIO, Daniela
      INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING
      World Scientific
      Vol.17 pp.30 (pp.1469-1498) ISSN:0219-6220 DOI:10.1142/S021962201850030X

    35. Guest Editorial: Special Section on Advances in Big Data Analytics for Management
      editoriale

      Casale, Giuliano; Diao, Yixin; Mellia, Marco; Ranjan, Rajiv; Zincir-Heywood, Nur
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      Institute of Electrical and Electronics Engineers Inc.
      Vol.15 pp.3 (pp.10-12) ISSN:1932-4537 DOI:10.1109/TNSM.2018.2806897

    36. Deadline-Constrained Content Upload from Multihomed Devices: Formulations and Algorithms
      articolo

      Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; SAFARI KHATOUNI, Ali; Rejaie, Reza
      COMPUTER NETWORKS
      Elsevier
      Vol.142 pp.17 (pp.76-92) ISSN:1389-1286 DOI:10.1016/j.comnet.2018.06.008

    37. Data Analysis and Modelling of Users’ Behaviour on the Web
      tesi dottorato

      Vassio, Luca
      Politecnico di Torino
      pp.176

    38. AWESoME: Big Data for Automatic Web Service Management in SDN
      articolo

      Trevisan, Martino; Drago, Idilio; Mellia, Marco; Song, Han Hee; Baldi, Mario
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.15 pp.14 (pp.13-26) ISSN:1932-4537 DOI:10.1109/TNSM.2017.2785878

    39. Optimization of Computer Aided Detection systems: an evolutionary approach
      articolo

      Morra, Lia; Coccia, Nunzia; Cerquitelli, Tania
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.100 pp.12 (pp.145-156) ISSN:0957-4174 DOI:10.1016/j.eswa.2018.01.028

    40. Highlighter: automatic highlighting of electronic learning documents
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca
      IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
      IEEE
      Vol.6 pp.13 (pp.7-19) ISSN:2168-6750 DOI:10.1109/TETC.2017.2681655

    41. Data Mining in Databases: Languages and Indices
      capitolo

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Meo, R.
      STUDIES IN BIG DATA
      A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years
      Springer (GERMANIA)
      Vol.31 pp.11 (pp.341-351) ISSN:2197-6503 ISBN:9783319618920 DOI:10.1007/978-3-319-61893-7_20

    2017
    1. Method for detecting web tracking services
      brevetto

      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
      brevetto

      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
      tesi dottorato

      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
      articolo

      Venturini, Luca; Baralis, Elena; Garza, Paolo
      JOURNAL OF BIG DATA
      SpringerOpen
      Vol.4 pp.24 (pp.1-24) ISSN:2196-1115 DOI:10.1186/s40537-017-0107-2

    14. Program chairs' message
      capitolo

      Mellia, M; Gill, P.
      CoNEXT '17 The 13th International Conference on emerging Networking EXperiments and Technologies
      ACM (STATI UNITI D'AMERICA)
      Vol.Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies pp.1 ISBN:9781450354226

    15. A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data
      articolo

      Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Michiardi, Pietro
      BIG DATA RESEARCH
      Elsevier Inc.
      Vol.10 pp.17 (pp.53-69) ISSN:2214-5796 DOI:10.1016/j.bdr.2017.10.004

    16. Planning stock portfolios by means of weighted frequent itemsets
      articolo

      Baralis, Elena; Cagliero, Luca; Garza, Paolo
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier Ltd
      Vol.86 pp.17 (pp.1-17) ISSN:0957-4174 DOI:10.1016/j.eswa.2017.05.051

    17. WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place
      articolo

      Scavo, Giuseppe; Ben Houidi, Zied; Traverso, Stefano; Teixeira, Renata; Mellia, Marco
      PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION
      ACM
      Vol.1 pp.24 (pp.1-24) ISSN:2573-0142 DOI:10.1145/3134728

    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
      articolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Venturini, Luca
      BIG DATA RESEARCH
      Elsevier Inc.
      Vol.9 pp.17 (pp.67-83) ISSN:2214-5796 DOI:10.1016/j.bdr.2017.06.006

    24. Twitter data laid almost bare: An insightful exploratory analyser
      articolo

      Xiao, Xin; Attanasio, Antonio; Chiusano, SILVIA ANNA; Cerquitelli, Tania
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.90 pp.17 (pp.501-517) ISSN:0957-4174 DOI:10.1016/j.eswa.2017.08.017

    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
      curatela

      Cerquitelli, Tania; Quercia, D.; Pasquale, F.
      STUDIES IN BIG DATA
      Springer (GERMANIA)
      Vol.32 pp.215 (pp.1-215) ISSN:2197-6503 ISBN:9783319540238

    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
      brevetto

      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
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio
      INFORMATION SCIENCES
      Elsevier Inc.
      Vol.405 pp.16 (pp.91-106) ISSN:0020-0255 DOI:10.1016/j.ins.2017.04.013

    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
      tesi dottorato

      Giordano, Danilo
      Politecnico di Torino
      DOI:10.6092/polito/porto/2668398

    40. Predicting large scale fine grain energy consumption
      articolo

      Cerquitelli, Tania
      ENERGY PROCEDIA
      Elsevier
      Vol.111 pp.10 (pp.1079-1088) ISSN:1876-6102 DOI:10.1016/j.egypro.2017.03.271

    41. Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned
      articolo

      Trevisan, Martino; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO
      IEEE COMMUNICATIONS MAGAZINE
      IEEE
      Vol.55 pp.7 (pp.163-169) ISSN:0163-6804 DOI:10.1109/MCOM.2017.1600756CM

    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
      articolo

      Cagliero, Luca; Chiusano, SILVIA ANNA; Cerquitelli, Tania; Garza, Paolo; Xiao, Xin
      COMPUTING
      Springer
      Vol.99 pp.19 (pp.39-57) ISSN:0010-485X DOI:10.1007/s00607-016-0505-x

    45. Personal Cloud Storage Benchmarks and Comparison
      articolo

      Bocchi, Enrico; Drago, Idilio; Mellia, Marco
      IEEE TRANSACTIONS ON CLOUD COMPUTING
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.5 pp.14 (pp.751-764) ISSN:2168-7161 DOI:10.1109/TCC.2015.2427191

    2016
    1. DeCoClu: Density consensus clustering approach for public transport data
      articolo

      Fiori, A.; Mignone, A.; Rospo, G.
      INFORMATION SCIENCES
      ELSEVIER SCIENCE INC
      Vol.328 pp.11 (pp.378-388) ISSN:0020-0255 DOI:10.1016/j.ins.2015.08.054

    2. METODO PER L’ESPLORAZIONE DI TRACCE PASSIVE DI TRAFFICO E RAGGRUPPAMENTO DI URL SIMILI
      brevetto

      Mellia, M; Metwalley, H; Bocchi, E.; Morichetta, A.
      N.102016000091521

    3. Automatic parsing of binary-based application protocols using network traffic
      brevetto

      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
      curatela

      Ivanovic, Mirjana; Thalheim, Bernhard; Catania, Barbara; Schewe, Klaus Dieter; Kirikova, Marite; Saloun, Petr; Dahanayake, Ajantha; Cerquitelli, Tania; Baralis, ELENA MARIA; Michiardi, Pietro
      Springer (GERMANIA)
      Vol.637 pp.244 (pp.1-244) ISBN:9783319440651

    10. Supporting stock trading in multiple foreign markets: a multilingual news summarization approach
      proceeding

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania
      In: Proceedings of the Second International Workshop on Data Science for Macro-Modeling (DSMM@SIGMOD 2016) co-located with the 2016 ACM SIGMOD/PODS Conference
      ACM (STATI UNITI D'AMERICA)
      Second International Workshop on Data Science for Macro-Modeling (DSMM@SIGMOD 2016) co-located with the 2016 ACM SIGMOD/PODS Conference (San Francisco, CA, USA) 26 giugno 2016 - 1 luglio 2016
      Vol.3 pp.6 (pp.1-6) ISBN:9781450344074 DOI:10.1145/2951894

    11. Data mining for better healthcare: A path towards automated data analysis?
      proceeding

      Cerquitelli, Tania; Baralis, Elena; Morra, Lia; Chiusano, Silvia
      In: 2016 IEEE 32nd International Conference on Data Engineering Workshops, ICDEW 2016
      Institute of Electrical and Electronics Engineers Inc.
      32nd IEEE International Conference on Data Engineering Workshops, ICDEW 2016 (Helsinkin) 2016
      pp.4 (pp.60-63) ISBN:9781509021086 DOI:10.1109/ICDEW.2016.7495617

    12. Big-DAMA: Big Data Analytics for Network Traffic Monitoring and Analysis
      proceeding

      Casas, Pedro; D'Alconzo, Alessandro; Zseby, Tanja; Mellia, Marco
      In: Proceeding LANCOMM '16 Proceedings of the 2016 workshop on Fostering Latin-American Research in Data Communication Networks
      ACM (STATI UNITI D'AMERICA)
      ACM SIGCOMM workshop on Fostering Latin-American Research in Data Communication Networks (Florianopolis, Brazil) August 2016
      pp.3 (pp.1-3) ISBN:9781450344265 DOI:10.1145/2940116.2940117

    13. An Educated Guess on QoE in Operational Networks through Large-Scale Measurements
      proceeding

      Casas, Pedro; Gardlo, Bruno; Schatz, Raimund; Mellia, Marco
      In: Proceeding Internet-QoE '16 Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks
      ACM (STATI UNITI D'AMERICA)
      ACM SIGCOMM workshop on QoE-based Analysis and Management of Data Communication Networks (Florianopolis, Brazil) August 2016
      pp.6 (pp.-1) ISBN:9781450344258 DOI:10.1145/2940136.2940137

    14. Impact of Access Line Capacity on Adaptive Video Streaming Quality - A Passive Perspective
      proceeding

      Trevisan, Martino; Drago, Idilio; Mellia, Marco
      In: Proceedings of the 2016 Workshop on QoE-based Analysis and Management of Data Communication Networks
      ACM (STATI UNITI D'AMERICA)
      Internet-QoE '16 - ACM SIGCOMM Workshop on QoE-based Analysis and Management of Data Communication Networks (Florianopolis, Brasil) August 2016
      pp.6 (pp.7-12) ISBN:9781450344258 DOI:10.1145/2940136.2940139

    15. CrowdSurf: Empowering Informed Choices in the Web
      proceeding

      Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, S.; Baldi, Mario
      In: ACM SIGCOMM 2016
      ACM
      ACM SIGCOMM 2016 (Florianópolis) Agosto
      pp.8 (pp.5-12)

    16. WHAT: A Big Data Approach for Accounting of Modern Web Services
      proceeding

      Trevisan, Martino; Drago, Idilio; Mellia, Marco; H. H., Song; Baldi, Mario
      In: 2016 IEEE International Conference on Big Data (Big Data)
      IEEE (STATI UNITI D'AMERICA)
      IEEE Workshop on Big Data and Machine Learning in Telecom (BMLIT) (Washington) December 2016
      pp.6 (pp.2740-2745) ISBN:9781467390057 DOI:10.1109/BigData.2016.7840921

    17. Detecting user actions from HTTP traces: Toward an automatic approach
      proceeding

      Vassio, Luca; Drago, Idilio; Mellia, Marco
      In: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International
      IEEE (STATI UNITI D'AMERICA)
      7th International Workshop on TRaffic Analysis and Characterization (Paphos, Cyprus) September 2016
      pp.6 (pp.50-55) ISBN:9781509003044 DOI:10.1109/IWCMC.2016.7577032

    18. Towards web service classification using addresses and DNS
      proceeding

      Trevisan, Martino; Drago, Idilio; Mellia, Marco; Munafo', MAURIZIO MATTEO
      In: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International
      IEEE (STATI UNITI D'AMERICA)
      7th International Workshop on TRaffic Analysis and Characterization (Paphos, Cyprus) September 2016
      pp.6 (pp.38-43) ISBN:9781509003044 DOI:10.1109/IWCMC.2016.7577030

    19. A study of the impact of DNS resolvers on CDN performance using a causal approach
      articolo

      Hours, Hadrien; Biersack, Ernst; Loiseau, Patrick; Finamore, Alessandro; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.109 pp.11 (pp.200-210) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.06.023

    20. Workload models and performance evaluation of cloud storage services
      articolo

      Gonçalves, Glauber D; Drago, Idilio; Vieira, Alex B.; COUTO DA SILVA, ANA PAULA; Almeida, Jussara M.; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.109 pp.17 (pp.183-199) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.03.024

    21. MAGMA network behavior classifier for malware traffic
      articolo

      Bocchi, Enrico; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Saha, Sabyasachi; Miskovic, Stanislav; Modelo Howard, Gaspar; Lee, Sung Ju
      COMPUTER NETWORKS
      Elsevier
      Vol.109 pp.15 (pp.142-156) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.03.021

    22. Enhancing energy efficiency in buildings through innovative data analytics technologies
      capitolo

      Capozzoli, Alfonso; Cerquitelli, Tania; Piscitelli, MARCO SAVINO
      Pervasive Computing Next Generation Platforms for Intelligent Data Collection
      Academic Press (STATI UNITI D'AMERICA)
      pp.37 (pp.353-389) ISBN:9780128036631 DOI:10.1016/B978-0-12-803663-1.00011-5

    23. Performance comparison and optimization of ICN prototypes
      proceeding

      SAFARI KHATOUNI, Ali; Mellia, Marco; Venturini, Luca; Gallo, Massimo; Perino, Diego
      In: Proceedings of the Information Centric Networking Solutions for Real World Applications Workshop
      IEEE (STATI UNITI D'AMERICA)
      Information Centric Networking Solutions for Real World Applications Workshop co-located with the 2016 IEEE Global Communications Conference (Washington DC (USA)) December 8, 2016
      pp.6 ISBN:9781509024827 DOI:10.1109/GLOCOMW.2016.7848997

    24. A spectral analysis of crimes in San Francisco
      proceeding

      Venturini, Luca; Baralis, ELENA MARIA
      In: Proceedings of the 2nd International ACM SIGSPATIAL Workshop on Smart Cities and Urban Analytics
      ACM
      UrbanGIS 16 (Burlingame, California (USA)) October 31 - 31, 2016
      pp.4 ISBN:9781450345835 DOI:10.1145/3007540.3007544

    25. Reducing big data by means of context-aware tailoring
      proceeding

      Garza, Paolo; Quintarelli, Elisa; Rabosio, Emanuele; Tanca, Letizia
      In: Proceedings of the 20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 and Workshop on 3rd International Workshop on Big Data Applications and Principles, BigDap 2016, 2nd Workshop on Data-Centered Smart Applications, DCSA 2016, Workshop on Doctoral Consortium, DC 2016
      Springer Verlag
      20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 and Workshop on 3rd International Workshop on Big Data Applications and Principles, BigDap 2016, 2nd Workshop on Data-Centered Smart Applications, DCSA 2016, Workshop on Doctoral Consortium, DC 2016 (Prague) August 28-31, 2016
      Vol.637 pp.13 (pp.115-127) ISBN:9783319440651 DOI:10.1007/978-3-319-44066-8_13

    26. Discovering users with similar internet access performance through cluster analysis
      articolo

      Cerquitelli, Tania; Servetti, Antonio; Masala, Enrico
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.64 pp.13 (pp.536-548) ISSN:0957-4174 DOI:10.1016/j.eswa.2016.08.025

    27. MONROE, a distributed platform to measure and assess mobile broadband networks
      proceeding

      Alay, Özgü; Hansen, Audun; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Monno, Roberto; Lonsethagen, Hakon; Lutu, Andra; García, Rafael; Peón Quirós, Miguel; Mancuso, Vincenzo; Hirsch, Thomas; Dely, Tobias; Werme, Jonas; Evensen, Kristian
      In: Proceedings of the Tenth ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation, and Characterization
      ACM (STATI UNITI D'AMERICA)
      Proceeding WiNTECH '16 (New York) 3 October 2016
      pp.2 (pp.85-86) ISBN:9781450342520 DOI:10.1145/2980159.2980172

    28. DBStream: A holistic approach to large-scale network traffic monitoring and analysis
      articolo

      Baer, Arian; Casas, Pedro; D'Alconzo, Alessandro; Fiadino, Pierdomenico; Golab, Lukasz; Mellia, Marco; Schikuta, Erich
      COMPUTER NETWORKS
      Elsevier
      Vol.107 pp.15 (pp.5-19) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.04.020

    29. Statistical network monitoring: Methodology and application to carrier-grade NAT
      articolo

      Bocchi, Enrico; SAFARI KHATOUNI, Ali; Traverso, Stefano; Finamore, Alessandro; Munafo', MAURIZIO MATTEO; Mellia, Marco; Rossi, DARIO GIACOMO
      COMPUTER NETWORKS
      Elsevier
      Vol.107 pp.16 (pp.20-35) ISSN:1389-1286 DOI:10.1016/j.comnet.2016.06.018

    30. A First Characterization of Anycast Traffic from Passive Traces
      proceeding

      Giordano, Danilo; Cicalese, Danilo; Finamore, Alessandro; Mellia, Marco; Munafo', MAURIZIO MATTEO; Joumblatt, Diana Zeaiterl; Rossi, Dario
      In: Traffic Monitoring and Analysis workshop (TMA)
      IFIP
      Traffic Monitoring and Analysis workshop (TMA) (Louvain La Neuve, BE) April 2016
      pp.8 (pp.1-8)

    31. Discovering air quality patterns in urban environments
      proceeding

      Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Ricupero, Giuseppe
      In: Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct
      ACM (STATI UNITI D'AMERICA)
      2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct (UbiComp '16) (Heidelberg (Germany)) 12-16 Settembre 2016
      pp.4 (pp.25-28) ISBN:9781450344623 DOI:10.1145/2968219.2971458

    32. BAC: A bagged associative classifier for big data frameworks
      proceeding

      Venturini, Luca; Garza, Paolo; Apiletti, Daniele
      In: Communications in Computer and Information Science
      Springer Verlag
      3rd International Workshop on Big Data Applications and Principles, BigDap 2016, co-located with the 20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 (Prague, Czech Republic) 28-8-2016
      Vol.637 pp.10 (pp.137-146) ISBN:9783319440651 DOI:10.1007/978-3-319-44066-8_15

    33. SaFe-NeC: A scalable and flexible system for network data characterization
      proceeding

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Venturini, Luca
      In: Proceedings of the NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium
      Institute of Electrical and Electronics Engineers Inc.
      2016 IEEE/IFIP Network Operations and Management Symposium, NOMS 2016 (Istanbul (Turkey)) 2016
      pp.5 (pp.812-816) ISBN:9781509002238 DOI:10.1109/NOMS.2016.7502905

    34. Measuring and assessing mobile broadband networks with MONROE
      proceeding

      Alay, Ozgu; Lutu, Andra; Garcia, Rafael; Peon Quiros, Miguel; Mancuso, Vincenzo; Hirsch, Thomas; Dely, Tobias; Werme, Jonas; Evensen, Kristian; Hansen, Audun; Alfredsson, Stefan; Karlsson, Jonas; Brunstrom, Anna; SAFARI KHATOUNI, Ali; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Monno, Roberto; Lonsethagen, Hakon
      In: WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks
      Institute of Electrical and Electronics Engineers Inc. (STATI UNITI D'AMERICA)
      17th International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2016 (Coimbra) june 2016
      pp.3 (pp.1-3) ISBN:9781509021857 DOI:10.1109/WoWMoM.2016.7523537

    35. SeLINA: a Self-Learning Insightful Network Analyzer
      articolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, Danilo; Mellia, Marco; Venturini, Luca
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE
      Vol.13 pp.15 (pp.696-710) ISSN:1932-4537 DOI:10.1109/TNSM.2016.2597443

    36. Delay tolerant video upload from public vehicles
      proceeding

      SAFARI KHATOUNI, Ali; AJMONE MARSAN, Marco Giuseppe; Mellia, Marco
      In: Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on
      ieeE - INST ELECTRICAL ELECTRONICS ENGINEERS INCe (STATI UNITI D'AMERICA)
      Smart Cities and Urban Computing (SmartCity 2016) (San Francisco) April 2016
      pp.6 (pp.213-218) ISBN:9781467399555 DOI:10.1109/INFCOMW.2016.7562074

    37. Video upload from public transport vehicles using multihomed systems
      proceeding

      SAFARI KHATOUNI, Ali; AJMONE MARSAN, Marco Giuseppe; Mellia, Marco
      In: Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Computer Communications Workshops (INFOCOM WKSHPS), 2016 IEEE Conference on (San Francisco) April 2016
      pp.2 (pp.306-307) DOI:10.1109/INFCOMW.2016.7562091

    38. The Exploitation of Web Navigation Data: Ethical Issues and Alternative Scenarios
      capitolo

      Vassio, Luca; Metwalley, Hassan; Giordano, Danilo
      LECTURE NOTES IN INFORMATION SYSTEMS AND ORGANISATION
      Blurring the Boundaries Through Digital Innovation: Individual, Organizational, and Societal Challenges
      Springer International Publishing
      Vol.19 pp.11 (pp.119-129) ISSN:2195-4968 ISBN:9783319389745 DOI:10.1007/978-3-319-38974-5_10

    39. Network interface power management and TCP congestion control: a troubled marriage
      articolo

      Panarello, Carla; Lombardo, Alfio; Schembra, Giovanni; Meo, Michela; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe
      AUSTRALIAN JOURNAL OF ELECTRICAL & ELECTRONICS ENGINEERING
      Taylor Francis
      Vol.13 pp.10 (pp.67-76) ISSN:1448-837X DOI:10.1080/1448837X.2015.1093678

    40. Supporting the analysis of urban data through NOSQL technologies
      proceeding

      Attanasio, Antonio; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      In: Proceedings of the 7th International Conference on Information, Intelligence, Systems and Applications (IISA)
      IEEE
      The 7th International Conference on Information, Intelligence, Systems and Applications (Chalkidiki, Greece) 13-15 July, 2016
      pp.6 (pp.1-6)

    41. Analyzing Air Pollution on the Urban Environment
      proceeding

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Kavoosifar, MOHAMMAD REZA
      In: Proceedings of the 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2016
      IEEE
      Proceedings of the 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2016 (Opatija) 30 maggio - 3giugno 2016
      pp.6 (pp.1464-1469) ISBN:9789532330861 DOI:10.1109/MIPRO.2016.7522370

    42. Towards automatic protocol field inference
      articolo

      Bermudez, Ignacio; Tongaonkar, Alok; Iliofotou, Marios; Mellia, Marco; Munafo', MAURIZIO MATTEO
      COMPUTER COMMUNICATIONS
      Elsevier
      Vol.84 pp.12 (pp.40-51) ISSN:0140-3664 DOI:10.1016/j.comcom.2016.02.015

    43. Data Mining Techniques for Complex User-Generated Data
      tesi dottorato

      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
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca
      IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
      IEEE
      Vol.4 pp.13 (pp.416-428) ISSN:2168-6750 DOI:10.1109/TETC.2015.2493338

    45. Unveiling network and service performance degradation in the wild with mplane
      articolo

      Casas, Pedro; Fiadino, Pierdomenico; Wassermann, Sarah; Traverso, Stefano; D'Alconzo, Alessandro; Tego, Edion; Matera, Francesco; Mellia, Marco
      IEEE COMMUNICATIONS MAGAZINE
      Institute of Electrical and Electronics Engineers Inc.
      Vol.54 pp.9 (pp.71-79) ISSN:0163-6804 DOI:10.1109/MCOM.2016.7432151

    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
      articolo

      Ampellio, Enrico; Bertini, Francesco; Ferrero, Andrea; Larocca, Francesco; Vassio, Luca
      ADVANCES IN AIRCRAFT AND SPACECRAFT SCIENCE
      Techno-Press
      Vol.3 pp.22 (pp.149-170) ISSN:2287-528X DOI:10.12989/aas.2016.3.2.149

    48. A hybrid swarm-based algorithm for single-objective optimization problems involving high-cost analyses
      articolo

      Ampellio, Enrico; Vassio, Luca
      SWARM INTELLIGENCE
      Springer New York LLC
      Vol.10 pp.23 (pp.99-121) ISSN:1935-3812 DOI:10.1007/s11721-016-0121-6

    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
      articolo

      Bianchini, Devis; Garza, Paolo; Quintarelli, Elisa
      JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
      Springer
      Vol.47 pp.27 (pp.375-401) ISSN:0925-9902 DOI:10.1007/s10844-015-0369-0

    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
      articolo

      Metwalley, Hassan; Traverso, Stefano; Mellia, Marco
      COMPUTER
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.49 pp.6 (pp.50-55) ISSN:0018-9162 DOI:10.1109/MC.2016.74

    54. Exploiting clustering algorithms in a multiple-level fashion: A comparative study in the medical care scenario
      articolo

      Cerquitelli, Tania; Chiusano, SILVIA ANNA; Xiao, Xin
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier
      Vol.55 pp.16 (pp.297-312) ISSN:0957-4174 DOI:10.1016/j.eswa.2016.02.005

    2015
    1. 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
      articolo

      Giordano, Danilo; Traverso, Stefano; Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Tongaonkar, Alok; Saha, Sabyasachi
      IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
      IEEE
      Vol.1 pp.14 (pp.161-174) ISSN:2332-7731 DOI:10.1109/TCCN.2016.2517004

    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
      articolo

      Metwalley, Hassan; Traverso, Stefano; Mellia, Marco; Miskovic, Stanislav; Baldi, Mario
      COMPUTER COMMUNICATION REVIEW
      ACM
      Vol.45 pp.8 (pp.5-12) ISSN:0146-4833 DOI:10.1145/2831347.2831349

    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
      brevetto

      Iliofotou, M.; Keralapura, R.; Mellia, Marco; Bermudez, I.
      N.US 9,100,326 B1

    20. Detecting malicious activities with user-agent-based profiles
      articolo

      Zhang, Yang; Mekky, Hesham; Zhang, Zhi Li; Torres, Ruben; Lee, Sung Ju; Tongaonkar, Alok; Mellia, Marco
      INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
      John Wiley and Sons Ltd
      Vol.25 pp.14 (pp.306-319) ISSN:1055-7148 DOI:10.1002/nem.1900

    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
      articolo

      Hirth, Matthias; Hoßfeld, Tobias; Mellia, Marco; Schwartz, Christian; Lehrieder, Frank
      COMPUTER NETWORKS
      Elsevier
      Vol.90 pp.14 (pp.85-98) ISSN:1389-1286 DOI:10.1016/j.comnet.2015.07.003

    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
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Garza, Paolo
      ACM TRANSACTIONS ON INFORMATION SYSTEMS
      ACM
      Vol.34 pp.35 (pp.1-35) ISSN:1046-8188 DOI:10.1145/2809786

    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
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo
      INFORMATION SCIENCES
      Elsevier
      Vol.322 pp.21 (pp.51-71) ISSN:0020-0255 DOI:10.1016/j.ins.2015.06.006

    28. Pattern Set Mining with Schema-based Constraint
      articolo

      Cagliero, Luca; Chiusano, SILVIA ANNA; Garza, Paolo; Bruno, Giulia
      KNOWLEDGE-BASED SYSTEMS
      Elsevier
      Vol.84 pp.15 (pp.224-238) ISSN:0950-7051 DOI:10.1016/j.knosys.2015.04.023

    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
      articolo

      Bolchini, C.; Cassano, L.; Garza, Paolo; Quintarelli, E.; Salice, F.
      IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
      IEEE
      Vol.34 pp.14 (pp.835-848) ISSN:0278-0070 DOI:10.1109/TCAD.2015.2396997

    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
      articolo

      Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Mahoto, NAEEM AHMED
      ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
      ACM New York, NY, USA
      Vol.6 pp.25 (pp.1-25) ISSN:2157-6904 DOI:10.1145/2700479

    34. Scalable out-of-core itemset mining
      articolo

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
      INFORMATION SCIENCES
      Elsevier
      Vol.293 pp.17 (pp.146-162) ISSN:0020-0255 DOI:10.1016/j.ins.2014.08.073

    35. Neighborhood Filtering Strategies for Overlay Construction in P2P-TV Systems: Design and Experimental Comparison
      articolo

      Traverso, Stefano; Luca, Abeni; Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Renato Lo, Cigno; Mellia, Marco
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      pp.14 (pp.741-754) ISSN:1063-6692 DOI:10.1109/TNET.2014.2307157

    2014
    1. ConChi: Pattern change mining from mobile context-aware data
      capitolo

      Cagliero, Luca
      Research and Design Innovations for Mobile User Experience
      IGI Global
      pp.23 (pp.263-285) ISBN:9781466644472 DOI:10.4018/978-1-4666-4446-5.ch014

    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
      articolo

      Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, A.
      IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
      IEEE
      Vol.1 pp.12 (pp.109-120) ISSN:2325-5870 DOI:10.1109/TCNS.2014.2304870

    9. A Distributed Architecture for the Monitoring of Clouds and CDNs: Applications to Amazon AWS
      articolo

      Ignacio, Bermudez; Traverso, Stefano; Munafo', MAURIZIO MATTEO; Mellia, Marco
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.11 pp.14 (pp.516-529) ISSN:1932-4537 DOI:10.1109/TNSM.2014.2362357

    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
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca
      KNOWLEDGE-BASED SYSTEMS
      ELSEVIER
      Vol.71 pp.10 (pp.366-375) ISSN:0950-7051 DOI:10.1016/j.knosys.2014.08.015

    15. TUCAN: Twitter User Centric ANalyzer
      capitolo

      Grimaudo, Luigi; H., Song; Baldi, Mario; Mellia, Marco; Munafo', MAURIZIO MATTEO
      Online Social Media Analysis and Visualization
      Springer International Publishing (CANADA)
      pp.17 (pp.63-79) ISBN:9783319135892 DOI:10.1007/978-3-319-13590-8_4

    16. Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding
      monografia

      Fiori, Alessandro
      IGI Global
      pp.363 (pp.1-363) ISBN:9781466650190 DOI:10.4018/978-1-4666-5019-0

    17. Analysis of Medical Treatments Using Data Mining Techniques
      articolo

      Xiao, Xin; Chiusano, SILVIA ANNA
      THE IEEE INTELLIGENT INFORMATICS BULLETIN
      IEEE Computer Society
      Vol.15 pp.2 (pp.30-31) ISSN:1727-5997

    18. Discerning web content and services based on real-time DNS tagging
      brevetto

      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
      capitolo

      Fiori, Alessandro; Grand, Alberto; Alberto, Piero; Emanuele, Geda; Brundu, FRANCESCO GAVINO; Schioppa, Domenico; Andrea, Bertotti
      Laboratory Management Information Systems: Current Requirements and Future Perspectives
      IGI Global
      pp.28 (pp.252-279) ISBN:9781466663206 DOI:10.4018/978-1-4666-6320-6.ch013

    23. Multilevel bandwidth measurements and capacity exploitation in gigabit passive optical networks
      articolo

      Arianna, Rufini; Edion, Tego; Mellia, Marco; Francesco, Matera
      IET COMMUNICATIONS
      IET - Institution of Engineering and Technology
      pp.9 (pp.1-9) ISSN:1751-8628 DOI:10.1049/iet-com.2014.0165

    24. Spread of Evaluation Measures for Microarray Clustering
      capitolo

      Bruno, Giulia; Fiori, Alessandro
      Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data
      Wiley
      pp.22 (pp.569-590) ISBN:9781118132739

    25. Bandwidth measurements and capacity exploitation in Gigabit Passive Optical Networks2014 Fotonica AEIT Italian Conference on Photonics Technologies
      proceeding

      Arianna, Rufini; Edion, Tego; Francesco, Matera; Mellia, Marco
      In: 2014 Fotonica AEIT Italian Conference on Photonics Technologies
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Fotonica 2014 (Napoli) 12 May 2014
      pp.4 (pp.1-4) ISBN:9788887237177 DOI:10.1109/Fotonica.2014.6843833

    26. 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

    27. mPlane: an intelligent measurement plane for the internet
      articolo

      Brian, Trammell; Pedro, Casas; Dario, Rossi; Arian, Bar; Zied, Houidi; Ilias, Leontiadis; Tivadar, Szemethy; Mellia, Marco
      IEEE COMMUNICATIONS MAGAZINE
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      Vol.52 pp.9 (pp.148-156) ISSN:0163-6804 DOI:10.1109/MCOM.2014.6815906

    28. Information Extraction from Microarray Data: a survey of data mining techniques
      articolo

      Fiori, Alessandro; Grand, Alberto; Bruno, Giulia; Brundu, FRANCESCO GAVINO; Domenico, Schioppa; Andrea, Bertotti
      JOURNAL OF DATABASE MANAGEMENT
      IGI Global
      Vol.25 pp.30 (pp.29-58) ISSN:1063-8016 DOI:10.4018/jdm.2014010102

    29. 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

    30. 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

    31. 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)

    32. 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

    33. Anomaly detection in diurnal data
      articolo

      Felipe, Mata; Piotr, Żuraniewski; Michel, Mandjes; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.60 pp.14 (pp.187-200) ISSN:1389-1286 DOI:10.1016/j.bjp.2013.11.011

    34. A performance comparison of hose rate controller approaches for P2P-TV applications
      articolo

      Traverso, Stefano; C., Kiraly; Leonardi, Emilio; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.69 pp.20 (pp.101-120) ISSN:1389-1286 DOI:10.1016/j.comnet.2014.04.010

    35. Expressive generalized itemsets
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; D’Elia, V.; Garza, Paolo
      INFORMATION SCIENCES
      Elsevier
      Vol.278 pp.17 (pp.327-343) ISSN:0020-0255 DOI:10.1016/j.ins.2014.03.056

    36. Twitter data analysis by means of Strong Flipping Generalized Itemsets
      articolo

      Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Grimaudo, Luigi
      THE JOURNAL OF SYSTEMS AND SOFTWARE
      Elsevier
      Vol.94 pp.14 (pp.16-29) ISSN:0164-1212 DOI:10.1016/j.jss.2014.03.060

    37. Energy efficiency in access and aggregation networks: From current traffic to potential savings
      articolo

      Edoardo, Bonetto; Finamore, Alessandro; Mellia, Marco; Riccardo, Fiandra
      COMPUTER NETWORKS
      Elsevier
      Vol.65 pp.16 (pp.151-166) ISSN:1389-1286 DOI:10.1016/j.comnet.2014.03.008

    38. Self-learning classifier for internet traffic
      brevetto

      Ram, Keralapura; Mellia, Marco; Grimaudo, Luigi
      N.US 8694630 B1

    39. 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

    40. 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

    41. 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

    42. Data Mining Algorithms for Internet Data: from Transport to Application Layer
      tesi dottorato

      Grimaudo, Luigi
      Politecnico di Torino
      pp.186 DOI:10.6092/polito/porto/2537089

    43. Feature interview with Antonio Nucci: chief technology officer of narus, winner of the "CTO of the year"
      articolo

      Mellia, Marco
      COMPUTER COMMUNICATION REVIEW
      ACM
      Vol.44 pp.3 (pp.53-55) ISSN:0146-4833 DOI:10.1145/2567561.2567571

    44. New Trends in Databases and Information Systems, 17th East European Conference on Advances in Databases and Information Systems, ADBIS 2013, Genoa, Italy, September 1-4, 2013. Proceedings II
      curatela

      Catania, B.; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Guerrini, G.; Kämpf, M.; Kemper, A.; Novikov, B.; Palpanas, T.; Pokorný, J.; Vakali, A.
      Springer (GERMANIA)
      Vol.241 pp.398 (pp.1-398) ISBN:9783319018621

    45. Internationalization services for small and medium enterprises: a case study
      capitolo

      Buggea, E.; Castiglione, Roberto; Cerquitelli, Tania; Grosso, L.; Rontini, G.; Scolari, A.; Xiang, L.
      Effective Human Resources Management in Small and Medium Enterprises: Global Perspectives
      IGI Global
      pp.22 (pp.393-414) ISBN:9781466647312 DOI:10.4018/978-1-4666-4731-2.ch019

    46. Internet Technologies to Support SMEs’ Growth in New Markets
      capitolo

      Cerquitelli, Tania; Chianese, S.; Ferrero Merlino, C.; Raimondi, F.; Scapeccia, G.; Spagnuolo, M. Zolotukhina I.
      Information systems for small and medium-sized enterprises
      Springer Berlin Heidelberg
      pp.24 (pp.375-398) ISBN:9783642382437 DOI:10.1007/978-3-642-38244-4_19

    47. SeLeCT: Self-Learning Classifier for Internet Traffic
      articolo

      Grimaudo, Luigi; Mellia, Marco; Baralis, ELENA MARIA; Ram, Keralapura
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE - INST ELECTRICAL ELECTRONICS ENGINEERS INC
      pp.14 (pp.144-157) ISSN:1932-4537 DOI:10.1109/TNSM.2014.011714.130505

    48. Combining semantics and social knowledge for news article summarization
      capitolo

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Jabeen, Saima; Shah, Sajid
      Data Mining and Analysis in the Engineering Field
      IGI Global (USA) (STATI UNITI D'AMERICA)
      pp.22 (pp.209-230) ISBN:9781466660861 DOI:10.4018/978-1-4666-6086-1.ch012

    49. Misleading Generalized Itemset discovery
      articolo

      Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Grimaudo, Luigi
      EXPERT SYSTEMS WITH APPLICATIONS
      ELSEVIER
      Vol.41 pp.11 (pp.1400-1410) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.08.039

    50. Infrequent Weighted Itemset Mining Using Frequent Pattern Growth
      articolo

      Cagliero, Luca; Garza, Paolo
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE COMPUTER SOCIETY
      Vol.26 pp.13 (pp.903-915) ISSN:1041-4347 DOI:10.1109/TKDE.2013.69

    51. 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
      capitolo

      Cagliero, Luca; Mahoto, N. A.
      ADVANCES IN EDUCATIONAL TECHNOLOGIES AND INSTRUCTIONAL DESIGN BOOK SERIES
      Packaging Digital Information for Enhanced Learning and Analysis: Data Visualization, Spatialization, and Multidimensionality
      IGI Global
      pp.20 (pp.164-183) ISSN:2326-8905 ISBN:9781466644632 DOI:10.4018/978-1-4666-4462-5.ch008

    2. Wireless Sensor Network Design for Energy-Efficient Monitoring
      capitolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania
      In Intelligent Technologies and Techniques for Pervasive Computing
      IGI Global
      pp.23 (pp.134-156) ISBN:9781466640382 DOI:10.4018/978-1-4666-4038-2.ch007

    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
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Mahoto, NAEEM AHMED
      INFORMATION SCIENCES
      Elsevier
      Vol.249 pp.14 (pp.96-109) ISSN:0020-0255 DOI:10.1016/j.ins.2013.06.046

    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
      articolo

      Luca, Chiaraviglio; Delia, Ciullo; Mellia, Marco; Meo, Michela
      COMPUTER NETWORKS
      Elsevier
      Vol.57 pp.16 (pp.3051-3066) ISSN:1389-1286 DOI:10.1016/j.comnet.2013.07.011

    11. NetCluster: A clustering-based framework to analyze internet passive measurements data
      articolo

      Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.57 pp.16 (pp.3300-3315) ISSN:1389-1286 DOI:10.1016/j.comnet.2013.07.019

    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
      capitolo

      Silvio, Valenti; Dario, Rossi; Alberto, Dainotti; Antonio, Pescapè; Finamore, Alessandro; Mellia, Marco
      Lecture Notes in Computer ScienceData Traffic Monitoring and Analysis
      Springer (GERMANIA)
      Vol.7754 pp.25 (pp.123-147) ISBN:9783642367830 DOI:10.1007/978-3-642-36784-7_6

    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
      articolo

      Khan, Imran; Capozzoli, Alfonso; Corgnati, STEFANO PAOLO; Cerquitelli, Tania
      ENERGY PROCEDIA
      ELSEVIER
      Vol.42 pp.10 (pp.557-566) ISSN:1876-6102 DOI:10.1016/j.egypro.2013.11.057

    23. Early prediction of the highest workload in incremental cardiopulmonary tests
      articolo

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; D'Elia, Vincenzo; Molinari, R.; Susta, Davide
      ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
      ACM New York, NY, USA
      Vol.4 pp.20 (pp.1-20) ISSN:2157-6904 DOI:10.1145/2508037.2508051

    24. Analysis of diabetic patients through their examination history
      articolo

      Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED
      EXPERT SYSTEMS WITH APPLICATIONS
      Elsevier Ltd
      Vol.40 pp.7 (pp.4672-4678) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.02.006

    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
      articolo

      Cagliero, Luca; Garza, Paolo
      INFORMATION SCIENCES
      ELSEVIER
      Vol.244 pp.14 (pp.161-174) ISSN:0020-0255 DOI:10.1016/j.ins.2013.05.008

    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
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Fiori, Alessandro; Jabeen, Saima; Shah, Sajid
      EXPERT SYSTEMS WITH APPLICATIONS
      ELSEVIER
      Vol.40 pp.9 (pp.6976-6984) ISSN:0957-4174 DOI:10.1016/j.eswa.2013.06.047

    29. Scaling data mining activities on very large datasets
      tesi dottorato

      Grand, Alberto
      Politecnico di Torino
      pp.146

    30. Anomaly detection in medical treatment to discover unusual patient management
      articolo

      Antonelli, Dario; Bruno, Giulia; Chiusano, SILVIA ANNA
      IIE TRANSACTIONS ON HEALTHCARE SYSTEMS ENGINEERING
      John W. Fowler
      Vol.3 pp.28 (pp.69-77) ISSN:1948-8300 DOI:10.1080/19488300.2013.787564

    31. Analyzing Twitter User-Generated Content changes
      capitolo

      Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
      Data Mining in Dynamic Social Networks and Fuzzy Systems
      IGI Global (USA) (STATI UNITI D'AMERICA)
      pp.23 (pp.87-109) ISBN:9781466642133 DOI:10.4018/978-1-4666-4213-3.ch005

    32. Dynamic social network mining: issues and prospects
      capitolo

      Cagliero, Luca; Fiori, Alessandro
      Data Mining in Dynamic Social Networks and Fuzzy Systems
      IGI Global (USA) (STATI UNITI D'AMERICA)
      pp.23 (pp.122-144) ISBN:9781466642140 DOI:10.4018/978-1-4666-4213-3.ch007

    33. Improving classification models with taxonomy information
      articolo

      Cagliero, Luca; Garza, Paolo
      DATA & KNOWLEDGE ENGINEERING
      Elsevier
      Vol.86 pp.17 (pp.85-101) ISSN:0169-023X DOI:10.1016/j.datak.2013.01.005

    34. EnBay: A Novel Pattern-Based Bayesian Classifier
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Garza, Paolo
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Computer Society
      Vol.25 pp.16 (pp.2780-2795) ISSN:1041-4347 DOI:10.1109/TKDE.2012.197

    35. MicroClAn: Microarray Clustering Analysis
      articolo

      Bruno, Giulia; Fiori, Alessandro
      JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
      Viktor Prasanna, Elsevier
      Vol.73 pp.11 (pp.360-370) ISSN:0743-7315 DOI:10.1016/j.jpdc.2012.09.008

    36. Semi-automatic knowledge extraction to enrich open linked data
      capitolo

      Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Fiori, Alessandro; Grand, Alberto
      Cases on Open-Linked Data and Semantic Web Applications
      IGI Global
      Vol.1 pp.25 (pp.156-180) ISBN:9781466628274 DOI:10.4018/978-1-4666-2827-4.ch008

    37. Personalized tag recommendation based on generalized rules
      articolo

      Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
      ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
      ACM
      Vol.5 pp.22 (pp.12:1-12:22) ISSN:2157-6904 DOI:10.1145/2542182.2542194

    38. Discovering Generalized Association Rules from Twitter
      articolo

      Cagliero, Luca; Fiori, Alessandro
      INTELLIGENT DATA ANALYSIS
      IOS Press
      Vol.17 pp.22 (pp.627-648) ISSN:1088-467X DOI:10.3233/IDA-130597

    39. A rule-based Flickr tag recommendation system
      capitolo

      Cagliero, Luca; Fiori, Alessandro; Grimaudo, Luigi
      Social Media Retrieval
      Springer
      pp.21 (pp.169-189) ISBN:9781447145547 DOI:10.1007/978-1-4471-4555-4_8

    40. News document summarization driven by user-generated content
      capitolo

      Cagliero, Luca; Fiori, Alessandro
      Social Media Mining and Social Network Analysis: Emerging Research
      IGI Global (STATI UNITI D'AMERICA)
      pp.22 (pp.105-126) ISBN:9781466628069 DOI:10.4018/978-1-4666-2806-9

    41. TweCoM: topic and context mining fromTwitter
      capitolo

      Cagliero, Luca; Fiori, Alessandro
      The influence of Technology on Social Network Analysis and Mining
      Springer
      Vol.6 (Lecture Notes in Social Networks) pp.26 (pp.75-100) ISBN:9783709113455 DOI:10.1007/978-3-7091-1346-2_4

    42. Discovering temporal change patterns in the presence of taxonomies
      articolo

      Cagliero, Luca
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Computer Society
      Vol.25 pp.15 (pp.541-555) ISSN:1041-4347 DOI:10.1109/TKDE.2011.233

    2012
    1. Energy-Efficient Management of Campus PCs
      capitolo

      Chiaraviglio, Luca; Mellia, Marco
      Green Communications: Theoretical Fundamentals, Algorithms and Applications
      CRC Press
      pp.30 (pp.247-276) ISBN:9781466501072

    2. LAS: a software platform to support oncological data management
      articolo

      Baralis, ELENA MARIA; Bertotti, A.; Fiori, Alessandro; Grand, Alberto
      JOURNAL OF MEDICAL SYSTEMS
      Springer Science+Business Media New York
      Vol.36 pp.10 (pp.81-90) ISSN:0148-5598 DOI:10.1007/s10916-012-9891-6

    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
      articolo

      Bianzino, ARUNA PREM; Chiaraviglio, Luca; Mellia, Marco; Jean Louis, Rougier
      COMPUTER NETWORKS
      Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598
      Vol.56 pp.14 (pp.3219-3232) ISSN:1389-1286 DOI:10.1016/j.comnet.2012.06.011

    10. A delay-based aggregate rate control for P2P streaming systems
      articolo

      Robert, Birke; Csaba, Kiraly; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano
      COMPUTER COMMUNICATIONS
      Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598
      Vol.35 pp.8 (pp.2237-2244) ISSN:0140-3664 DOI:10.1016/j.comcom.2012.07.005

    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
      articolo

      Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Sanjay G., Rao
      PEER-TO-PEER NETWORKING AND APPLICATIONS
      Springer Verlag Germany:Tiergartenstrasse 17, D 69121 Heidelberg Germany:011 49 6221 3450, EMAIL: g.braun@springer.de, INTERNET: http://www.springer.de, Fax: 011 49 6221 345229
      Vol.6 pp.16 (pp.118-133) ISSN:1936-6442 DOI:10.1007/s12083-012-0132-z

    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
      articolo

      Jeff, Seibert; Ruben, Torres; Mellia, Marco; Munafo', MAURIZIO MATTEO; Cristina Nita, Rotaru; Sanjay, Rao
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667
      Vol.20 pp.14 (pp.1910-1923) ISSN:1063-6692 DOI:10.1109/TNET.2012.2190093

    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
      monografia

      Corno, Fulvio; Chiusano, SILVIA ANNA
      Lulu Enterprises, Inc. (STATI UNITI D'AMERICA)
      pp.176 ISBN:9781291012880

    19. I-prune: Item selection for associative classification
      articolo

      Baralis, ELENA MARIA; Garza, Paolo
      INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
      John Wiley & Sons, Inc.
      Vol.27 pp.21 (pp.279-299) ISSN:0884-8173 DOI:10.1002/int.21524

    20. Extraction of medical pathways from electronic patient records
      capitolo

      Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED; Petrigni, Caterina
      Medical Applications of Intelligent Data Analysis: Research Advancements
      Information Science Reference (IGI Global)
      pp.17 (pp.273-289) ISBN:9781466618039 DOI:10.4018/978-1-4666-1803-9.ch018

    21. Data mining by means of generalized patterns
      tesi dottorato

      Cagliero, Luca
      Politecnico di Torino
      DOI:10.6092/polito/porto/2496105

    22. Characterization of ISP Traffic: Trends, User Habits, and Access Technology Impact
      articolo

      J. L., Garcia Dorado; Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
      Vol.9 pp.14 (pp.142-155) ISSN:1932-4537 DOI:10.1109/TNSM.2012.022412.110184

    23. Analyzing Twitter user behaviors and topic trends by exploiting dynamic rules
      capitolo

      Cagliero, Luca; Fiori, Alessandro
      Behavior Computing
      Springer
      pp.20 (pp.267-287) ISBN:9781447129684 DOI:10.1007/978-1-4471-2969-1_17

    24. Knowledge Discovery from Online Communities
      capitolo

      Cagliero, Luca; Fiori, Alessandro
      Social Networking and Community Behavior Modeling: Qualitative and Quantitative Measures
      IGI Global
      pp.23 (pp.123-145) ISBN:9781613504444 DOI:10.4018/978-1-61350-444-4.ch007

    25. Generalized association rule mining with constraints
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
      INFORMATION SCIENCES
      ELSEVIER
      Vol.194 pp.17 (pp.68-84) ISSN:0020-0255 DOI:10.1016/j.ins.2011.05.016

    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
      capitolo

      Bruno, Giulia; Garza, Paolo
      Data Mining: Foundations and Intelligent Paradigms
      Springer-Verlag Berlin Heidelberg
      Vol.3 pp.10 (pp.9-18) ISBN:9783642231506 DOI:10.1007/978-3-642-23151-3_2

    28. MaskedPainter: Feature Selection Method for Microarray Data Analysis
      articolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
      INTELLIGENT DATA ANALYSIS
      IOS Press
      Vol.16 pp.21 (pp.717-737) ISSN:1088-467X DOI:10.3233/IDA-2012-0546

    29. Analysis of diagnostic pathways for colon cancer
      articolo

      Antonelli, Dario; Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Mahoto, NAEEM AHMED; Petrigni, Caterina
      FLEXIBLE SERVICES AND MANUFACTURING JOURNAL
      Springer
      Vol.24 pp.21 (pp.379-399) ISSN:1936-6582 DOI:10.1007/s10696-011-9095-2

    2011
    1. Minimizing ISP Network Energy Cost: Formulation and Solutions
      articolo

      Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
      Vol.20 pp.14 (pp.463-476) ISSN:1063-6692 DOI:10.1109/TNET.2011.2161487

    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
      articolo

      Croce, Daniele; Leonardi, Emilio; Mellia, Marco
      IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
      Vol.8 pp.14 (pp.361-374) ISSN:1932-4537 DOI:10.1109/TNSM.2011.110311.110110

    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
      articolo

      BERMUDEZ CORRALES, IGNACIO NICOLAS; Mellia, Marco; Meo, Michela
      IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
      IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855 USA
      Vol.29 pp.9 (pp.1863-1871) ISSN:0733-8716 DOI:10.1109/JSAC.2011.111010

    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
      articolo

      Eugenio, Alessandria; Massimo, Gallo; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      COMPUTER NETWORKS
      Elsevier
      Vol.55 pp.16 (pp.2035-2050) ISSN:1389-1286 DOI:10.1016/j.comnet.2011.02.008

    13. Experiences of Internet Traffic Monitoring with Tstat
      articolo

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO; Rossi, DARIO GIACOMO
      IEEE NETWORK
      IEEE
      Vol.25 pp.7 (pp.8-14) ISSN:0890-8044 DOI:10.1109/MNET.2011.5772055

    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
      articolo

      Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
      INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS
      IGI-GLOBAL
      Vol.7 pp.22 (pp.1-22) ISSN:1552-6283 DOI:10.4018/jswis.2011040101

    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
      articolo

      P., Bermolen; Mellia, Marco; Meo, Michela; D., Rossi; S., Valenti
      COMPUTER NETWORKS
      Elsevier
      Vol.55 pp.17 (pp.1394-1411) ISSN:1389-1286 DOI:10.1016/j.comnet.2010.12.004

    19. Architecture of a Network-Aware P2P-TV Application: the NAPA-WINE Approach
      articolo

      Birke, ROBERT RENE' MARIA; Leonardi, Emilio; Mellia, Marco; Bakay, A.; Szemethy, T.; Mathieu, F.; Muscariello, L.; Niccolini, S.; Seedorf, J.; Tropea, G.
      IEEE COMMUNICATIONS MAGAZINE
      IEEE
      Vol.49 pp.10 (pp.154-163) ISSN:0163-6804 DOI:10.1109/MCOM.2011.5784001

    20. Measuring gene similarity by means of the classification distance
      articolo

      Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
      KNOWLEDGE AND INFORMATION SYSTEMS
      Springer London
      Vol.29 pp.21 (pp.81-101) ISSN:0219-1377 DOI:10.1007/s10115-010-0374-0

    21. Discovering higher level correlations from XML data
      capitolo

      Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo
      XML Data Mining: Models, Methods, and Applications
      IGI Global (STATI UNITI D'AMERICA)
      pp.28 (pp.288-315) ISBN:9781613503560 DOI:10.4018/978-1-61350-356-0.ch013

    22. CAS-MINE: Providing personalized services in context-aware applications by means of generalized rules.
      articolo

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
      KNOWLEDGE AND INFORMATION SYSTEMS
      Springer
      Vol.28 pp.28 (pp.283-310) ISSN:0219-1377 DOI:10.1007/s10115-010-0359-z

    23. Community-contributed media collections: Knowledge at our fingertips
      capitolo

      Cerquitelli, Tania; Fiori, Alessandro; Grand, Alberto
      Community-Built Databases : Research and Development
      Springer
      pp.27 (pp.21-47) ISBN:9783642190469 DOI:10.1007/978-3-642-19047-6_2

    24. Energy saving models for wireless sensor networks
      articolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania
      KNOWLEDGE AND INFORMATION SYSTEMS
      Springer
      Vol.28 pp.30 (pp.615-644) ISSN:0219-1377 DOI:10.1007/s10115-010-0328-6

    25. Exploiting Heterogeneity in P2P Video Streaming
      articolo

      COUTO DA SILVA, ANA PAULA; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      IEEE TRANSACTIONS ON COMPUTERS
      IEEE
      Vol.60 pp.12 (pp.667-679) ISSN:0018-9340 DOI:10.1109/TC.2010.244

    26. Microarray data mining: issues and prospects
      capitolo

      Bruno, Giulia; Fiori, Alessandro
      Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains
      IGI Global
      pp.25 (pp.23-47) ISBN:9781609600679 DOI:10.4018/978-1-60960-067-9.ch002

    27. Chunk Distribution in Mesh-Based Large-Scale P2P Streaming Systems: A Fluid Approach
      articolo

      COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
      IEEE
      Vol.22 pp.14 (pp.451-463) ISSN:1045-9219 DOI:10.1109/TPDS.2010.63

    2010
    1. Modeling Athlete Performance Using Clustering Techniques
      proceeding

      Yingying, Li; Chiusano, SILVIA ANNA; Vincenzo, D'Elia
      In: Titolo volume non avvalorato
      3rd International Symposium on Electronic Commerce and Security (Guangzhou, Repubblica Popolare Cinese) 29-31 Luglio 2010
      pp.3 (pp.169-171) ISBN:9789525726114

    2. Demonstrating the Impact of P2P Streaming on Video Quality
      proceeding

      Abeni, L.; Kiraly, C.; Birke, ROBERT RENE' MARIA; Mellia, Marco; Leonardi, Emilio; Traverso, Stefano; LO CIGNO, R.
      In: GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference
      GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference (Miami, FL) 2010-dec.
      pp.1 ISBN:9781424456369

    3. Efficient Uplink Bandwidth Utilization in P2P-TV Streaming Systems
      proceeding

      Carta, Alessandra; Mellia, Marco; Meo, Michela; Traverso, Stefano
      In: GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference
      GLOBECOM 2010, 2010 IEEE Global Telecommunications Conference (Miami, FL) 2010-dec.
      pp.6 (pp.1-6) ISBN:9781424456369 DOI:10.1109/GLOCOM.2010.5683745

    4. Network Friendly P2P Streaming: The NAPA-WINE Architecture
      proceeding

      Leonardi, Emilio; Mellia, Marco; Kiraly, C.; LO CIGNO, R.; Niccolini, S.; Seedorf, J.
      In: Titolo volume non avvalorato
      NEM Summit (Barcellona, SP) 13 October 2010
      pp.6

    5. Analysis of Medical Pathways by means of Frequent Closed Sequences
      proceeding

      Baralis, ELENA MARIA; Bruno, Giulia; Chiusano, SILVIA ANNA; Domenici, VIRNA CARMEN; Mahoto, NAEEM AHMED; Petrigni, Caterina
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Titolo volume non avvalorato
      Springer
      14th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems (Cardiff (UK)) 8-10 September 2010
      Vol.6278 pp.8 (pp.418-425) ISSN:0302-9743 ISBN:9783642153921 DOI:10.1007/978-3-642-15393-8_47

    6. Compactly storing frequent itemsets
      proceeding

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
      In: Titolo volume non avvalorato
      The 18th Italian Symposium on Advanced Database Systems (Rimini (Italy)) June 20th - 23rd 2010
      pp.8

    7. Array-Tree: A persistent data structure to compactly store frequent itemset
      proceeding

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grand, Alberto
      In: Titolo volume non avvalorato
      Intelligent Systems (IS), 2010 5th IEEE International Conference (London) 7-9 July 2010
      pp.6 (pp.108-113) ISBN:9781424451630 DOI:10.1109/IS.2010.5548388

    8. Exploiting Wireless Sensor Networks for Monitoring Building Performance
      proceeding

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Montrucchio, Bartolomeo; MURILLO ROMERO, LAURA MARCELA; Rebaudengo, Maurizio; SANCHEZ SANCHEZ, ERWING RICARDO; Tonelli, Diego
      In: Titolo volume non avvalorato
      Congresso Nazionale AICA 2010 (L'Aquila, Italy) 29 Set. - 1 Oct.
      ISBN:9788890540608

    9. Summarizing Biological Literature with BioSumm
      proceeding

      Baralis, ELENA MARIA; Fiori, Alessandro
      In: Titolo volume non avvalorato
      19th ACM International Conference on Information and Knowledge Management (Toronto) 26-30 Ottobre 2010
      pp.2 (pp.1961-1962) ISBN:9781450300995

    10. PoliSave: Efficient Power Management of Campus PCs
      proceeding

      Chiaraviglio, L.; Mellia, Marco
      In: Software, Telecommunications and Computer Networks (SoftCOM), 2010 International Conference on
      IEEE (STATI UNITI D'AMERICA)
      IEEE SoftCOM (Bol, Croatia) September 2010
      pp.6 (pp.82-87) ISBN:9781424486632

    11. Network Friendly P2P-TV: The Napa-Wine Approach
      proceeding

      L., Abeni; A., Bakay; M., Biazzini; Birke, ROBERT RENE' MARIA; Leonardi, Emilio; R., Lo Cigno; C., Kiraly; Mellia, Marco; S., Niccolini; J., Seedorf; T., Szemethy; G., Tropea
      In: Peer-to-Peer Computing (P2P), 2010 IEEE Tenth International Conference on
      IEEE
      Peer-to-Peer Computing (P2P), 2010 IEEE Tenth International Conference on (Delft, Netherlands) August 2010
      pp.2 (pp.1-2) ISBN:9781424471409 DOI:10.1109/P2P.2010.5569983

    12. Empirical assessment of VoIP overload detection tests
      proceeding

      P., Zuraniewski; Mandjes, M.; Mellia, Marco
      In: Next Generation Internet (NGI), 2010 6th EURO-NF Conference on
      IEEE
      Next Generation Internet (NGI), 2010 6th EURO-NF Conference on (Paris) June 2010
      pp.8 (pp.1-8) ISBN:9781424481675 DOI:10.1109/NGI.2010.5534457

    13. Experiences of VoIP traffic monitoring in a commercial ISP
      articolo

      Birke, ROBERT RENE' MARIA; Mellia, Marco; Petracca, M.; Rossi, D.
      INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
      Wiley
      Vol.20 pp.21 (pp.339-359) ISSN:1055-7148 DOI:10.1002/nem.758

    14. Traffic Monitoring and Analysis
      curatela

      Ricciato, F.; Mellia, Marco; Biersack, E.
      Springer (SVIZZERA)
      Vol.6003 pp.2 (pp.V-VI) ISBN:9783642123641

    15. Live Traffic Monitoring with Tstat: Capabilities and Experiences
      proceeding

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Munafo', MAURIZIO MATTEO; D., Rossi
      In: Wired/Wireless Internet Communications
      Springer
      8th International ConferenceWired/Wireless Internet Communications, WWIC 2010 (Lulea, SE) June 2010
      Vol.6074 pp.11 (pp.290-301) ISBN:9783642133145 DOI:10.1007/978-3-642-13315-2_24

    16. Energy-Efficient Design of Wavelength-Routing Networks
      proceeding

      Bianco, Andrea; Bonetto, Edoardo; Cuda, Davide; GAVILANES CASTILLO, GUIDO ALEJANDRO; Mellia, Marco; Neri, Fabio
      In: Optical Communication (ECOC), 2010 36th European Conference and Exhibition on
      IEEE (STATI UNITI D'AMERICA)
      ECOC 2010, European Conference on Optical Communication (Torino, Italy) September 2010
      pp.3 ISBN:9781424485345 DOI:10.1109/ECOC.2010.5621487

    17. Comparing P2PTV Traffic Classifiers
      proceeding

      Cascarano, Niccolo'; Este, A.; Risso, FULVIO GIOVANNI OTTAVIO; Gringoli, F.; Salgarelli, L.; Finamore, Alessandro; Mellia, Marco
      In: Communications (ICC), 2010 IEEE International Conference on
      IEEE (STATI UNITI D'AMERICA)
      IEEE ICC (Cape Town, South Africa) 23 May 2010
      pp.6 (pp.1-6) ISBN:9781424464029 DOI:10.1109/ICC.2010.5501744

    18. Predicting the highest workload in cardiopulmonary test.
      proceeding

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; D'Elia, Vincenzo; Molinari, R; Susta, D.
      In: IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010)
      IEEE COMPUTER SOCIETY (STATI UNITI D'AMERICA)
      THE 23RD INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (Perth, Australia) 12-15 October 2010
      pp.6 (pp.32-37) ISBN:9781424491667 DOI:10.1109/CBMS.2010.6042610

    19. QoE in Pull Based P2P-TV Systems: Overlay Topology Design Tradeoff
      proceeding

      Fortuna, R.; Leonardi, Emilio; Mellia, Marco; Meo, Michela; Traverso, Stefano
      In: IEEE P2P
      IEEE
      10th IEEE International Conference on Peer-to-Peer Computing 2010 (Delft, Netherlands) August 2010
      pp.9 (pp.1-9) ISBN:9781424471409 DOI:10.1109/P2P.2010.5569966

    20. KISS: Stochastic Packet Inspection Classifier for UDP Traffic
      articolo

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE
      Vol.18 pp.11 (pp.1505-1515) ISSN:1063-6692 DOI:10.1109/TNET.2010.2044046

    21. Constrained itemset mining on a sequence of incoming data blocks
      articolo

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
      Vol.25 pp.22 (pp.389-410) ISSN:0884-8173 DOI:10.1002/int.20404

    22. Stochastic Packet Inspection for TCP Traffic1
      proceeding

      LA MANTIA, G.; Rossi, D.; Finamore, Alessandro; Mellia, Marco; Meo, Michela
      In: Communications (ICC), 2010 IEEE International Conference on
      IEEE
      Communications (ICC), 2010 IEEE International Conference on (Cape Town) 23-27 May 2010
      pp.6 (pp.1-6) ISBN:9781424464029 DOI:10.1109/ICC.2010.5502280

    23. Support driven opportunistic aggregation for generalized itemset extraction
      proceeding

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; D'Elia, V; Garza, Paolo
      In: The 2010 IEEE Conference on Intelligent Systems
      IEEE Computer Society
      IEEE Conference on Intelligent Systems (London (UK)) July 7-9, 2010
      pp.6 (pp.102-107) ISBN:9781424451647 DOI:10.1109/IS.2010.5548348

    24. Energy saving and network performance: a trade-off approach
      proceeding

      Panarello, C.; Lombardo, L.; Schembra, G.; Chiaraviglio, Luca; Mellia, Marco
      In: Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
      ACM
      International Conference on Energy-Efficient Computing and Networking (Passau, Germania) Aprile 2010
      pp.10 (pp.41-50) ISBN:9781450300421 DOI:10.1145/1791314.1791321

    25. TOD, Temporal Outlier Detection by using quasi-functional temporal dependencies
      articolo

      Bruno, Giulia; Garza, Paolo
      DATA & KNOWLEDGE ENGINEERING
      Vol.69 pp.21 (pp.619-639) ISSN:0169-023X DOI:10.1016/j.datak.2010.02.003

    26. A Persistent HY-Tree to Efficiently Support Itemset Mining on Large Datasets
      proceeding

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      In: 25th ACM Symposium On Applied Computing
      25th ACM Symposium On Applied Computing (Sierre, Switzerland) March 22-26, 2010
      Vol.2 (pp.1060-1064) ISBN:9781605586380

    27. Network Awareness of P2P Live Streaming Applications: A Measurement Study
      articolo

      Ciullo, Delia; Garcia, M. A.; Horvath, A.; Leonardi, Emilio; Mellia, Marco; Rossi, D.; Telek, M.; Veglia, P.
      IEEE TRANSACTIONS ON MULTIMEDIA
      IEEE
      Vol.12 pp.10 (pp.54-63) ISSN:1520-9210 DOI:10.1109/TMM.2009.2036231

    28. NEtwork Digest analysis driven by association rule discoverers
      capitolo

      Apiletti, Daniele; Cerquitelli, Tania; D'Elia, V.
      Intelligent Systems: From Theory to Practice
      Springer Verlag
      Vol.299/2010 pp.31 (pp.41-71) ISBN:9783642134272 DOI:10.1007/978-3-642-13428-9_3

    29. Semantic-enriched data mining techniques for intensional service representation
      capitolo

      Bianchini, D; Garza, Paolo; Quintarelli, E.
      Management of the Interconnected World
      Springer
      pp.8 (pp.167-174) ISBN:9783790824032

    30. Measurement of IPTV traffic from an Operative Network
      articolo

      Mellia, Marco; Meo, Michela
      EUROPEAN TRANSACTIONS ON TELECOMMUNICATIONS
      JOHN WILEY & SONS
      Vol.21 pp.13 (pp.324-336) ISSN:1124-318X DOI:10.1002/ett.1401

    31. Mining rare association rules by discovering quasi-functional dependencies: an incremental approach
      capitolo

      Bruno, Giulia; Garza, Paolo; Quintarelli, E.
      Rare Association Rule Mining and Knowledge Discovery: Technologies for Infrequent and Critical Event Detection
      Information Science Reference (IGI Global) (STATI UNITI D'AMERICA)
      pp.19 (pp.131-149) ISBN:9781605667546 DOI:10.4018/978-1-60566-754-6.ch009

    2009
    1. Inferring undesirable behavior from P2P traffic analysis
      proceeding

      Torres, R. D.; Hajjat, M. Y.; Rao, S. G.; Mellia, Marco; Munafo', MAURIZIO MATTEO
      In: SIGMETRICS '09 Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
      ACM (STATI UNITI D'AMERICA)
      ACM SIGMETRICS '09 (Seattle, WA (USA)) JUNE 15-19, 2009
      pp.12 (pp.25-36) ISBN:9781605585116 DOI:10.1145/1555349.1555353

    2. Understanding Skype Signaling
      articolo

      Rossi, D.; Mellia, Marco; Meo, Michela
      COMPUTER NETWORKS
      Elsevier
      Vol.53 pp.11 (pp.130-140) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.10.013

    3. Network awareness in P2P-TV applications
      proceeding

      Traverso, Stefano; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      In: Lecture Notes In Computer Science; Vol. 5733 Proceedings of the 15th Open European Summer School and IFIP TC6.6 Workshop on The Internet of the Future
      Springer-Verlag (GERMANIA)
      Eunice 2009 (Barcelona) 7-9 settembre 2009
      Vol.5733 pp.10 (pp.41-50) ISBN:9783642036996 DOI:10.1007/978-3-642-03700-9_5

    4. The Quest for Bandwidth Estimation Techniques for large-scale Distributed Systems
      articolo

      Croce, D.; Mellia, Marco; Leonardi, Emilio
      PERFORMANCE EVALUATION REVIEW
      ACM
      Vol.37 pp.6 (pp.20-25) ISSN:0163-5999 DOI:10.1145/1710115.1710120

    5. Energy-aware models for sensor network data acquisition.
      proceeding

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Cheema, ADEEL ASHRAF
      In: IEEE/ACM DCOSS'09 International Conference on Distributed Computing in Sensor Systems
      5th IEEE/ACM DCOSS International Conference on Distributed Computing in Sensor Systems (MARINA DEL REY, CALIFORNIA,) JUNE 8-10, 2009
      ISBN:9789609313292

    6. Web User-session Inference by Means of Clustering Techniques
      articolo

      Bianco, Andrea; Mardente, G; Mellia, Marco; Munafo', MAURIZIO MATTEO; Muscariello, L.
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE
      Vol.17 pp.12 (pp.405-416) ISSN:1063-6692 DOI:10.1109/TNET.2008.927009

    7. Real-time and Mobile Physiological Data Analysis
      capitolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Fiori, Alessandro
      Information Discovery on Electronic Health Records
      Chapman & Hall/CRC
      pp.23 (pp.227-249) ISBN:9781420090383

    8. Power-Aware Routing and Wavelength Assignment in Optical Networks
      proceeding

      Yong, Wu; Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
      In: 35th European Conference on Optical Communication (ECOC 2009)
      IEEE (STATI UNITI D'AMERICA)
      35th European Conference on Optical Communication (ECOC 2009) (Vienna, Austria) Sept. 2009
      pp.2 (pp.1-2) ISBN:9781424450961

    9. Energy-aware Backbone Networks: a Case Study
      proceeding

      Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
      In: First International Workshop on Green Communications (GreenComm'09)
      IEEE
      First International Workshop on Green Communications (GreenComm'09) (Dresden, Germany) 18 June 2009
      (pp.1-5) ISBN:9781424434374 DOI:10.1109/ICCW.2009.5208038

    10. Reducing Power Consumption in Backbone Networks
      proceeding

      Chiaraviglio, Luca; Mellia, Marco; Neri, Fabio
      In: IEEE International Communications Conference (ICC 2009), Next Generation Networking Symposium
      IEEE
      IEEE International Communications Conference (ICC 2009) (Dresden, Germany) 14-18 June 2009
      pp.6 (pp.1-6) ISBN:9781424434350 DOI:10.1109/ICC.2009.5199404

    11. Adaptive Overlay Topology for Mesh-Based P2P-TV Systems
      proceeding

      Lobb, R.; COUTO DA SILVA, A. P.; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      In: ACM NOSSDAV 2009
      ACM NOSSDAV (Williamsburg, Virginia, USA) June 2009
      pp.6 (pp.31-36) ISBN:9781605584331 DOI:10.1145/1542245.1542253

    12. Context-Aware User and Service Profiling by means of Generalized Association Rules
      proceeding

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
      LECTURE NOTES IN COMPUTER SCIENCE
      In: Proceedings of the13th International Conference on Knowledge-based and Intelligent Systems (KES'09)
      SPRINGER-VERLAG
      13th International Conference on Knowledge-based and Intelligent Systems (KES'09) (Santiago Chile) September 28-30, 2009
      Vol.Volume 5712/2009 pp.8 (pp.50-57) ISSN:0302-9743 ISBN:9783642045912 DOI:10.1007/978-3-642-04592-9_7

    13. Two Schemes to Reduce Latency in Short Lived TCP Flows
      articolo

      Ciullo, Delia; Mellia, Marco; Meo, Michela
      IEEE COMMUNICATIONS LETTERS
      IEEE
      Vol.13 pp.3 (pp.806-808) ISSN:1089-7798 DOI:10.1109/LCOMM.2009.091149

    14. How Much Can The Internet Be Greened?
      proceeding

      Chiaraviglio, Luca; Ciullo, Delia; Leonardi, Emilio; Mellia, Marco
      In: 2nd International Workshop on Green Communications (GreenComm 2)
      IEEE
      2nd International Workshop on Green Communications (GreenComm 2) (Honolulu, Hawaii) Dicembre 2009
      pp.6 (pp.1-6) ISBN:9781424456260 DOI:10.1109/GLOCOMW.2009.5360677

    15. Accurate and Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets
      capitolo

      Valenti, S; Rossi, D; Meo, Michela; Mellia, Marco; Bermolen, P.
      Traffic Monitoring and Analysis
      Springer (GERMANIA)
      Vol.5537/2009 pp.9 (pp.84-92) ISBN:9783642016448 DOI:10.1007/978-3-642-01645-5_10

    16. KISS: Stochastic Packet Inspection
      capitolo

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
      Traffic Monitoring and Analysis
      Springer (GERMANIA)
      Vol.5537/2009 pp.9 (pp.117-125) ISBN:9783642016448 DOI:10.1007/978-3-642-01645-5_14

    17. KISSS: Stochastic Packet Inspection for UDP Traffic Classification
      capitolo

      Finamore, Alessandro; Mellia, Marco; Meo, Michela; Rossi, D.
      RECIPE. Robust and Efficient Traffic Classification in IP Networks
      Fridericiana Editrice Universitaria (ITALIA)
      Vol.1 pp.20 (pp.104-123) ISBN:9788883380815

    18. Generalized Association Rules to Support Context-aware User and Service Profiling
      proceeding

      Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Garza, Paolo; Marchetti, M.
      In: 17th Italian Symposium on Advanced Database Systems
      17th Italian Symposium on Advanced Database Systems (Camogli) June 21-24
      (pp.101-108) ISBN:9788861221543

    19. Evidences Behind Skype Outage
      proceeding

      Rossi, D; Mellia, Marco; Meo, Michela
      In: Communications, 2009. ICC '09. IEEE International Conference on
      IEEE
      Communications, 2009. ICC '09. IEEE International Conference on (Dresden, Germany) 15 June 2009
      pp.6 (pp.1-6) ISBN:9781424434350 DOI:10.1109/ICC.2009.5199012

    20. An abacus for P2P-TV traffic classification
      proceeding

      Valenti, S; Rossi, D; Meo, Michela; Mellia, Marco; Bermolen, P.
      In: Titolo volume non avvalorato
      IEEE
      IEEE INFOCOM 2009 Demo Session (Rio de Janeiro) 15 April 2008

    21. Network Awareness of P2P Live Streaming Applications
      proceeding

      Ciullo, Delia; GARCIA DA ROCHA NETA, MARIA ANTONIETA; Horvat, A.; Leonardi, Emilio; Mellia, Marco; Rossi, D.; Telek, M.; Veglia, P.
      In: Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on
      IEEE
      Parallel & Distributed Processing, 2009. IPDPS 2009. IEEE International Symposium on (Rome, Italy) May 29, 2009
      pp.7 (pp.1-7) ISBN:9781424437511 DOI:10.1109/IPDPS.2009.5160953

    22. Traffic classification and its applications to modern networks - Guest Editorial
      articolo

      Mellia, Marco; Pescape', A; Salgarelli, L.
      COMPUTER NETWORKS
      Vol.53 (pp.759-760) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.12.007

    23. P2P-TV systems under adverse network conditions: a measurement study
      proceeding

      Alessandria, E; Gallo, M; Leonardi, Emilio; Mellia, Marco; Meo, Michela
      In: IEEE Infocom 2009
      IEEE (STATI UNITI D'AMERICA)
      IEEE Infocom 2009 (Rio de Janeiro) 21 April 2009
      pp.9 (pp.100-108) ISBN:9781424435128 DOI:10.1109/INFCOM.2009.5061911

    24. Detailed Analysis of Skype Traffic
      articolo

      Bonfiglio, D; Mellia, Marco; Meo, Michela; Rossi, D.
      IEEE TRANSACTIONS ON MULTIMEDIA
      IEEE
      Vol.11 pp.11 (pp.117-127) ISSN:1520-9210 DOI:10.1109/TMM.2008.2008927

    25. NetCluster: a Clustering-Based Framework for Internet Tomography
      proceeding

      Baralis, ELENA MARIA; Bianco, Andrea; Cerquitelli, Tania; Chiaraviglio, Luca; Mellia, Marco
      In: Proceedings of the IEEE International Conference on Communications 2009 (IEEE ICC '09)
      IEEE (STATI UNITI D'AMERICA)
      IEEE ICC, International Conference on Communications 2009 (Dresden, Germany) June 14-18
      pp.5 ISBN:9781424434350 DOI:10.1109/ICC.2009.5199216

    26. Characterizing network traffic by means of the NetMine framework
      articolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
      COMPUTER NETWORKS
      Elsevier B.V.
      Vol.53 pp.16 (pp.774-789) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.12.011

    27. Extraction of Constraints from Biological Data
      capitolo

      Apiletti, Daniele; Bruno, Giulia; Ficarra, Elisa; Baralis, ELENA MARIA
      Biomedical Data and Applications.
      Springer
      Vol.224 pp.18 (pp.169-186) ISBN:9783642021923 DOI:10.1007/978-3-642-02193-0_7

    28. Real-time analysis of physiological data to support medical applications
      articolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
      IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
      IEEE Press
      Vol.13 pp.9 (pp.313-321) ISSN:1089-7771 DOI:10.1109/TITB.2008.2010702

    29. Selection of High Quality Rules in Associative Classification
      capitolo

      Chiusano, SILVIA ANNA; Garza, Paolo
      Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction
      IGI Global
      pp.26 (pp.173-198) ISBN:9781605664040

    30. Intelligent Acquisition Techniques for Sensor Network Data
      capitolo

      Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo
      Intelligent Techniques for Warehousing and Mining Sensor Network Data
      IGI-GLOBAL
      pp.20 (pp.159-178) ISBN:9781605663289

    31. IMine: Index Support for Itemset Mining
      articolo

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Press
      Vol.21 pp.14 (pp.493-506) ISSN:1041-4347 DOI:10.1109/TKDE.2008.180

    2008
    1. METHOD AND SYSTEM FOR DETECTING A SINGLE DATA FLOW IN AN AGGREGATE PACKET DATA FLOW AND FOR IDENTIFYING THE APPLICATION GENERATING SAID SINGLE DATA FLOW
      brevetto

      Perino, M; Mellia, Marco; Meo, Michela; Rossi, D.
      N.WO2008149203

    2. METHOD AND APPARATUS FOR DETECTING VOCAL DATA FLOW IN A PACKET DATA FLOW
      brevetto

      Perino, M; Mellia, Marco; Meo, Michela; Rossi, D.
      N.WO/2008/075167

    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
      articolo

      Rossi, D; Valenti, S; Veglia, P; Bonfiglio, D; Mellia, Marco; Meo, Michela
      PERFORMANCE EVALUATION REVIEW
      ACM
      Vol.36 pp.4 (pp.83-86) ISSN:0163-5999 DOI:10.1145/1453175.1453191

    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
      articolo

      Wille, E; Mellia, Marco; Leonardi, Emilio
      AEÜ. INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS
      (pp.1-11) ISSN:1434-8411 DOI:10.1016/J.AEUE.2008.06.006

    17. Building a Cooperative P2P-TV Application over a Wise Network: the Approach of the European FP-7 STREP NAPA-WINE
      articolo

      Leonardi, Emilio; Mellia, Marco; A., Horvath; L., Muscariello; S., Niccolini; D., Rossi
      IEEE COMMUNICATIONS MAGAZINE
      IEEE
      Vol.46 pp.2 (pp.20-22) ISSN:0163-6804 DOI:10.1109/MCOM.2008.4481334

    18. Passive analysis of TCP anomalies
      articolo

      Mellia, Marco; Meo, Michela; Muscariello, L; Rossi, D.
      COMPUTER NETWORKS
      Elsevier
      Vol.52 pp.14 (pp.2663-2676) ISSN:1389-1286 DOI:10.1016/j.comnet.2008.05.010

    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
      articolo

      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
      capitolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
      STUDIES IN COMPUTATIONAL INTELLIGENCE
      Intelligent Techniques and Tools for Novel System Architectures
      Springer Berlin Heidelberg (GERMANIA)
      Vol.109/2008 pp.17 (pp.220-236) ISSN:1860-949X ISBN:9783540776215 DOI:10.1007/978-3-540-77623-9_13

    26. Indexing Evolving Databases for Itemset Mining
      capitolo

      Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA
      "Intelligent Techniques and Tools for Novel System Architectures" in the series of "Studies in Computational Intelligence"
      Springer-Verlag Berlin Heidelberg (GERMANIA)
      Vol.109 pp.19 (pp.305-323) ISBN:9783540776215 DOI:10.1007/978-3-540-77623-9_18

    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
      articolo

      Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Garza, Paolo
      IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
      IEEE Press
      Vol.20(2) pp.16 (pp.156-171) ISSN:1041-4347 DOI:10.1109/TKDE.2007.190677

    29. Ubiquitous risk analysis of physiological data
      capitolo

      Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania
      Handbook of Research on Distributed Medical Informatics & E-Health
      IGI Global
      pp.14 (pp.478-491) ISBN:9781605660028

    30. Applying Sequential Rules to Protein Localization Prediction
      articolo

      Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Dutto, Riccardo
      COMPUTERS & MATHEMATICS WITH APPLICATIONS
      Vol.55/5 (pp.867-878) ISSN:0898-1221 DOI:10.1016/j.camwa.2006.12.086

    31. Compact Representations of Sequential Classification Rules
      capitolo

      Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Dutto, R; Mantellini, L.
      "Data Mining: Foundations and Practice" in the Series "Studies in Computational Intelligence"
      Springer-Verlag Berlin Heidelberg (GERMANIA)
      Vol.118 pp.30 (pp.1-30) ISBN:9783540784876 DOI:10.1007/978-3-540-78488-3_1

    2007
    1. Using mined patterns for XML Query Answering
      capitolo

      Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E; Tanca, L.
      SUCCESSES AND NEW DIRECTIONS IN DATA MINING
      (pp.39-66) ISBN:9781599046457

    2. Optimal Scheduling and Routing for Maximum Network Throughput
      articolo

      Leonardi, Emilio; Mellia, Marco; AJMONE MARSAN, Marco Giuseppe; Neri, Fabio
      IEEE-ACM TRANSACTIONS ON NETWORKING
      IEEE and ACM
      Vol.15 pp.14 (pp.1541-1554) ISSN:1063-6692 DOI:10.1109/TNET.2007.896486

    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
      brevetto

      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
      articolo

      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
      articolo

      AJMONE MARSAN, Marco Giuseppe; Casetti, CLAUDIO ETTORE; Mardente, G; Mellia, Marco
      COMPUTER NETWORKS
      Elsevier
      Vol.5 pp.15 (pp.2738-2752) ISSN:1389-1286 DOI:10.1016/j.comnet.2006.11.022

    12. Revealing Skype Traffic: when Randomness Plays with You
      articolo

      D., Bonfiglio; Mellia, Marco; Meo, Michela; D., Rossi; P., Tofanelli
      COMPUTER COMMUNICATION REVIEW
      ACM
      Vol.37 pp.12 (pp.37-48) ISSN:0146-4833 DOI:10.1145/1282427.1282386

    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
      capitolo

      Bianco, Andrea; Giaccone, Paolo; Leonardi, Emilio; Mellia, Marco; Neri, Fabio
      High-performance Packet Switching Architectures
      Springer (REGNO UNITO DI GRAN BRETAGNA)
      Vol.XIV pp.25 (pp.39-63) ISBN:9781846282737 DOI:10.1007/1-84628-274-8_2

    17. Multistage Switching Architectures for Software Routers
      articolo

      Bianco, Andrea; Finochietto, J; Mellia, Marco; Neri, Fabio; Galante, G.
      IEEE NETWORK
      IEEE
      Vol.21 pp.7 (pp.15-21) ISSN:0890-8044 DOI:10.1109/MNET.2007.386465

    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
      articolo

      Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E; Tanca, L.
      ACM TRANSACTIONS ON INFORMATION SYSTEMS
      ACM
      Vol.25 pp.33 (pp.1-33) ISSN:1046-8188 DOI:10.1145/1247715.1247716

    2006
    1. Metodo ed apparato per rilevare flusso dativocale in un flusso dati a pacchetti
      brevetto

      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
      capitolo

      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
      articolo

      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
      articolo

      Wille, E.; Mellia, Marco; Leonardi, Emilio; AJMONE MARSAN, Marco Giuseppe
      COMPUTER NETWORKS
      Elsevier
      Vol.50 pp.18 (pp.1086-1103) ISSN:1389-1286 DOI:10.1016/j.comnet.2005.09.005

    2005
    1. A Lagrangean Relaxation Approach for IP Network CFA Problems with End-to-End QoS Performance Constraints
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      capitolo

      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
      articolo

      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
      articolo

      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
      capitolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      capitolo

      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
      articolo

      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
      articolo

      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
      articolo

      Mellia, Marco
      IEEE NETWORK
      Vol.16 (pp.100-101) ISSN:0890-8044

    15. TCP Model for Short Lived Flows
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      capitolo

      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
      articolo

      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
      capitolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      articolo

      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
      capitolo

      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
      capitolo

      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
      articolo

      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
      articolo

      Baralis, ELENA MARIA; Ceri, S.; Paraboschi, S.
      JOURNAL OF SYSTEMS INTEGRATION
      ISSN:0925-4676

    11. Designing Templates for Mining Association Rules
      articolo

      Baralis, ELENA MARIA; Psaila, G.
      JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
      Vol.9 ISSN:0925-9902

    1996
    1. Support Environment for Active Rule Design
      articolo

      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
      articolo

      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
      articolo

      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