2019 publications


  1. Cristina Pronello, JEAN-BAPTISTE Gaborieau, Valentina Rappazzo, Valerio Operti (2019 ) Case study on effects of the mandatory validation on bus commercial speed, In: EUROPEAN JOURNAL OF TRANSPORT AND INFRASTRUCTURE RESEARCH, ISSN: 1567-7141
  2. C. Pronello, J. B. Gaborieau, V. Rappazzo (2019 ) CASE STUDY ON EFFECTS OF THE MANDATORY VALIDATION ON BUS COMMERCIAL SPEED, In: Proceedings of the Transportation Research Board 98th Annual meeting
  3. Andrea Morichetta, Martino Trevisan, Luca Vassio (2019 ) Characterizing Web Pornography Consumption from Passive Measurements, In: Lecture Notes in Computer Science, pp. 304-316, ISBN: 978-3-030-15985-6...
  4. Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio (2019 ) Free floating electric car sharing design: Data driven optimisation, In: PERVASIVE AND MOBILE COMPUTING, pp. 59-75, ISSN: 1574-1192
  5. C. Pronello (2019 ) I servizi di mobilità condivisa (shared mobility services) e l’evoluzione tecnologica, In: POLITICHE PIEMONTE, pp. 24-30, ISSN: 2279-5030
  6. A. Mantelero (2019 ) La privacy all'epoca dei Big Data, In: I dati personali nel diritto europeo, pp. 1181-1212, ISBN: 978-88-921-1274-2
  7. Martino Trevisan, Idilio Drago, Marco Mellia (2019 ) PAIN: A Passive Web Performance Indicator for ISPs, In: COMPUTER NETWORKS, pp. 115-126, ISSN: 1389-1286
  8. Sofia Fellini, Pietro Salizzoni, Lionel Soulhac, Luca Ridolfi (2019 ) Propagation of toxic substances in the urban atmosphere: A complex network perspective, In: ATMOSPHERIC ENVIRONMENT, pp. 291-301, ISSN: 1352-2310
  9. Federico Manuri, Andrea Sanna, Fabrizio Lamberti (2019 ) Single view vs. multiple views scatterplots, In: INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, pp. 1426-1436, ISSN: 2088-8708

    2018 publications


  1. Carla Sciarra, Guido Chiarotti, Francesco Laio, Luca Ridolfi (2018 ) A change of perspective in network centrality, In: SCIENTIFIC REPORTS, ISSN: 2045-2322
  2. Elena Baralis, Paolo Garza, Eliana Pastor (2018 ) A Density-based Preprocessing Technique to Scale Out Clustering, In: Proceedings of the 2018 IEEE International Conference on Big Data (Big Data), pp. 2078-2087, ISBN: 978-1-5386-5035-6
  3. Azadeh Faroughi, Reza Javidan, Marco Mellia, Andrea Morichetta, Francesca Soro, Martino Trevisan (2018 ) Achieving Horizontal Scalability in Density-based Clustering for URLs, In: Proceedings of the 2018 IEEE International Conference on Big Data, pp. 3841-3846, ISBN: 978-1-5386-5035-6
  4. Alessandro Mantelero (2018 ) AI and Big Data: a blueprint for a human rights, social and ethical impact assessment, In: COMPUTER LAW & SECURITY REPORT, pp. 754-772, ISSN: 0267-3649
  5. Martino Trevisan, Idilio Drago, Marco Mellia, Han Hee Song, Mario Baldi (2018 ) AWESoME: Big Data for Automatic Web Service Management in SDN, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 13-26, ISSN: 1932-4537
  6. Idilio Drago, Marco Mellia, Alessandro D’Alconzo (2018 ) Big Data in Computer Network Monitoring, In: Encyclopedia of Big Data Technologies, pp. 1-8, ISBN: 978-3-319-63962-8...
  7. Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Elena Baralis (2018 ) Characterizing situations of dock overload in bicycle sharing stations, In: APPLIED SCIENCES, pp. 2521, ISSN: 2076-3417
  8. Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Antonio Attanasio (2018 ) Characterizing unpredictable patterns in Wireless Sensor Network data, In: INFORMATION SCIENCES, pp. 149-162, ISSN: 0020-0255
  9. Alessandro Mantelero (2018 ) Ciudadanía y gobernanza digital entre política, ética y derecho, In: Sociedad Digital y Derecho, pp. 153-171, ISBN: 978-84-340-2483-0
  10. Giovanni Iacobello, Luca Ridolfi, Massimo Marro, Pietro Salizzoni, Stefania Scarsoglio (2018 ) Complex network analysis of wind tunnel experiments on the passive scalar dispersion in a turbulent boundary layer, In: Book of Abstracts - iTi CONFERENCE ON TURBULENCE VIII, pp. 65-66
  11. Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio (2018 ) Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing, In: 21st International Conference on Intelligent Transportation Systems (ITSC), pp. 2490-2495, ISBN: 978-1-7281-0321-1...
  12. Laura Lopez-Fuentes, Alessandro Farasin, Harald Skinnemoen, Paolo Garza (2018 ) Deep Learning Models for Passability Detection of Flooded Roads, In: Multimedia Benchmark Workshop 2018
  13. Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis (2018 ) Discovering cross-topic collaborations among researchers by exploiting weighted association rules, In: SCIENTOMETRICS, pp. 1273-1301, ISSN: 0138-9130
  14. Martino Trevisan, Danilo Giordano, Idilio Drago, Marco Mellia, Maurizio Munafo (2018 ) Five Years at the Edge: Watching Internet from the ISP Network, In: Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018), pp. 1-12, ISBN: 9781450360807
  15. Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio (2018 ) Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning, In: 2018 IEEE International Conference on Smart Computing (SMARTCOMP), pp. 171-178, ISBN: 978-1-5386-4705-9
  16. Marco Aldinucci, Sergio Rabellino, Marco Pironti, Filippo Spiga, Paolo Viviani, Maurizio Drocco, Marco Guerzoni, Guido Boella, Marco Mellia, Paolo Margara, Idilio Drago, Roberto Marturano, Guido Marchetto, Elio Piccolo, Stefano Bagnasco, Stefano Lusso, Sara Vallero, Giuseppe Attardi, Alex Barchiesi, Alberto Colla, Fulvio Galeazzi (2018 ) HPC4AI, an AI-on-demand federated platform endeavour, In: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings, pp. 279-286, ISBN: 9781450357616
  17. Andrea Morichetta, Marco Mellia (2018 ) LENTA: Longitudinal Exploration for Network Traffic Analysis, In: 30th International Teletraffic Congress (ITC 30), pp. 176-184, ISBN: 978-0-9883045-5-0
  18. Martino Trevisan, Idilio Drago, Marco Mellia (2018 ) Measuring Web Speed From Passive Traces
  19. Evelina Di Corso, Tania Cerquitelli, Daniele Apiletti (2018 ) METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models, In: ENERGIES, pp. 1336, ISSN: 1996-1073
  20. Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti (2018 ) Mining Sensor Data for Predictive Maintenance in the Automotive Industry, In: IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) 2018, pp. 351-360, ISBN: 978-1-5386-5090-5
  21. Jesus Gonzalez-Feliu, Cristina Pronello, Josep Maria Salanova Grau (2018 ) MULTI-STAKEHOLDER COLLABORATION IN URBAN TRANSPORT: STATE-OF-THE-ART AND RESEARCH OPPORTUNITIES, In: TRANSPORT, pp. 1079-1094, ISSN: 1648-4142
  22. Martino Trevisan, Idilio Drago (2018 ) Robust URL Classification With Generative Adversarial Networks, In: PERFORMANCE EVALUATION REVIEW, pp. 143-146, ISSN: 0163-5999
  23. Diego Valsesia, Giulia Fracastoro, Enrico Magli (2018 ) Sampling of graph signals via randomized local aggregations, In: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, ISSN: 2373-776X
  24. Cristina Pronello, Davide Longhi, JEAN-BAPTISTE Gaborieau (2018 ) Smart card data mining to analyse mobility patterns in suburban areas, In: SUSTAINABILITY, pp. 1-21, ISSN: 2071-1050
  25. G. Iacobello, S. Scarsoglio, J. G. M. Kuerten, L. Ridolfi (2018 ) Spatial characterization of turbulent channel flow via complex networks, In: PHYSICAL REVIEW. E, ISSN: 2470-0045
  26. Giovanni Iacobello, Stefania Scarsoglio, J. G. M. Kuerten, Luca Ridolfi (2018 ) Spatial investigation of wall turbulence via complex networks, In: Book of Abstracts - The 12th European Fluid Mechanics Conference, pp. 731-731, ISBN: 978-3-200-05859-0
  27. Giovanni Iacobello, Stefania Scarsoglio, J. G. M. Kuerten, Luca Ridolfi (2018 ) Temporal network-based analysis of turbulent mixing, In: Book of Abstracts - The 7th International Conference on Complex Networks and Their Applications, pp. 396-399, ISBN: 978-2-9557050-2-5
  28. Giovanni Iacobello, Stefania Scarsoglio, Luca Ridolfi (2018 ) Visibility graph analysis of wall turbulence time-series, In: PHYSICS LETTERS A, pp. 1-11, ISSN: 0375-9601
  29. Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben Houidi, Mohamed Lamine Lamali (2018 ) You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits, In: ACM TRANSACTIONS ON THE WEB, pp. 1-30, ISSN: 1559-1131

    2017 publications


  1. Daniele Apiletti, ELENA MARIA Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Pietro Michiardi (2017 ) A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data, In: BIG DATA RESEARCH, pp. 53-69, ISSN: 2214-5796
  2. C. Pronello, Davide Longhi (2017 ) ANALYSIS OF MOBILITY PATTERNS AND TRANSPORT SUPPLY THROUGH THE VALIDATION DATA OF SMART CARDS, In: Transport and Society, pp. 617-624, ISBN: 9789881581464
  3. Martino Trevisan, Idilio Drago, Marco Mellia, Maurizio M. Munafo (2017 ) Automatic detection of DNS manipulations, In: 2017 IEEE International Conference on Big Data (Big Data), pp. 4010-4015, ISBN: 978-1-5386-2715-0
  4. Giovanni Iacobello, Stefania Scarsoglio, Luca Ridolfi (2017 ) Characterization of turbulent channel flows: from time-series to complex networks, In: Book of Abstracts - 16th European Turbulence Conference, pp. 28776-28776
  5. W. Chacholski, Martina Scolamiero, Francesco Vaccarino (2017 ) Combinatorial presentation of multidimensional persistent homology, In: JOURNAL OF PURE AND APPLIED ALGEBRA, ISSN: 0022-4049
  6. Jean-gabriel Young, Giovanni Petri, Francesco Vaccarino, Alice Patania (2017 ) Construction of and efficient sampling from the simplicial configuration model, In: PHYSICAL REVIEW. E, ISSN: 2470-0045
  7. Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Luca Venturini (2017 ) Frequent Itemsets Mining for Big Data: A Comparative Analysis, In: BIG DATA RESEARCH, pp. 67-83, ISSN: 2214-5796
  8. Alessandro Mantelero (2017 ) From Group Privacy to Collective Privacy: Towards a New Dimension of Privacy and Data Protection in the Big Data Era, In: Group Privacy New Challenges of Data Technologies, pp. 139-158, ISBN: 978-3-319-46606-4
  9. Stefania Scarsoglio, Fabio Cazzato, Luca Ridolfi (2017 ) From time-series to complex networks: Application to the cerebrovascular flow patterns in atrial fibrillation, In: CHAOS, pp. 093107, ISSN: 1054-1500
  10. Alessandro Mantelero, Giuseppe Vaciago (2017 ) Legal aspects of information science, data science, and Big Data, In: Frontiers in Data Science, pp. 1-46, ISBN: 9781498799324
  11. Luca Vassio, Marco Mellia, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida (2017 ) Mining and modeling web trajectories from passive traces, In: 2017 IEEE International Conference on Big Data (BIGDATA), pp. 4016-4021, ISBN: 978-1-5386-2715-0
  12. Fabrizio Lamberti, Federico Manuri, Andrea Sanna (2017 ) Multivariate visualization by scatterplots, In: Encyclopedia of Computer Graphics and Games, pp. 1-12, ISBN: 978-3-319-08234-9
  13. Pedro Casas, Francesca Soro, Juan Vanerio, Giuseppe Settanni, Alessandro D'Alconzo (2017 ) Network security and anomaly detection with Big-DAMA, a big data analytics framework, In: Proceedings of the 2017 IEEE 6th International Conference on Cloud Networking, CloudNet 2017, pp. 1-7, ISBN: 9781509040261
  14. Martino Trevisan, Idilio Drago, Marco Mellia (2017 ) PAIN: A Passive Web Speed Indicator for ISPs, In: Proceedings of the 2017 workshop on QoE-based Analysis and Management of Data Communication Networks
  15. Khatouni Ali Safari, Martino Trevisan, Leonardo Regano, Alessio Viticchie (2017 ) Privacy issues of ISPs in the modern web, In: Information Technology, Electronics and Mobile Communication Conference (IEMCON), 2017 8th IEEE Annual, pp. 588-594, ISBN: 978-1-5386-3371-7...
  16. Giuseppe Siracusano, Roberto Bifulco, Martino Trevisan, Tobias Jacobs, Simon Kuenzer, Stefano Salsano, Nicola Blefari-Melazzi, Felipe Huici (2017 ) Re-designing Dynamic Content Delivery in the Light of a Virtualized Infrastructure, In: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, pp. 0-0, ISSN: 0733-8716
  17. Alessandro Mantelero (2017 ) Regulating Big Data. The guidelines of the Council of Europe in the context of the European data protection framework, In: COMPUTER LAW & SECURITY REPORT, pp. 584-602, ISSN: 0267-3649
  18. Luca Venturini, Elena Baralis, Paolo Garza (2017 ) Scaling associative classification for very large datasets, In: JOURNAL OF BIG DATA, pp. 1-24, ISSN: 2196-1115
  19. Valentina Gatteschi, Claudio Giovanni Demartini, Fabrizio Lamberti (2017 ) Semantics: Learning, In: Encyclopedia of Computer Science & Technology, pp. 692-702, ISBN: 9781482208191
  20. Giovanni Iacobello, Stefania Scarsoglio, Hans Kuerten, Luca Ridolfi (2017 ) Spatial network investigation of wall turbulence, In: Book of Abstracts - The 6th International Conference on Complex Networks and Their Applications, pp. 300-302, ISBN: 978-2-9557050-2-5
  21. ELENA MARIA Baralis, Andrea Dalla Valle, Paolo Garza, Claudio Rossi, Francesco Scullino (2017 ) SQL versus NoSQL Databases for Geospatial Applications, In: Proceedings of the 2nd IEEE International Workshop on Big Spatial Data in conjunction with 2017 IEEE International Conference on Big Data, pp. 3388-3397
  22. Fabrizio Lamberti, Gianluca Paravati, Valentina Gatteschi, Alberto Cannavo' (2017 ) Supporting Web analytics by aggregating user interaction data from heterogeneous devices using viewport-DOM based heat maps, In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, pp. 1989-1999, ISSN: 1551-3203
  23. Cristina Pronello, JOSE PEDRO RAMALHO VEIGA SIMAO, Valentina Rappazzo (2017 ) The effects of the multimodal real time information systems on the travel behaviour, In: TRANSPORTATION RESEARCH PROCEDIA, pp. 2681-2693, ISSN: 2352-1465
  24. Alice Patania, Giovanni Petri, Francesco Vaccarino (2017 ) The shape of collaborations, In: EPJ DATA SCIENCE, ISSN: 2193-1127
  25. Marta Tuninetti, Stefania Tamea, Francesco Laio, Luca Ridolfi (2017 ) To trade or not to trade: Link prediction in the virtual water network, In: ADVANCES IN WATER RESOURCES, pp. 528-537, ISSN: 0309-1708
  26. Alice Patania, Francesco Vaccarino, Giovanni Petri (2017 ) Topological analysis of data, In: EPJ DATA SCIENCE, ISSN: 2193-1127
  27. Cristina Pronello, Amandine Duboz, Valentina Rappazzo (2017 ) Towards Smarter Urban Mobility: Willingness to Pay for an Advanced Traveller Information System in Lyon, In: SUSTAINABILITY, ISSN: 2071-1050
  28. Martino Trevisan, Alessandro Finamore, Marco Mellia, MAURIZIO MATTEO Munafo', DARIO GIACOMO Rossi (2017 ) Traffic Analysis with Off-the-Shelf Hardware: Challenges and Lessons Learned, In: IEEE COMMUNICATIONS MAGAZINE, pp. 163-169, ISSN: 0163-6804
  29. Alessandro Ciociola, Michele Cocca, Danilo Giordano, Marco Mellia, Andrea Morichetta, Andrian Putina, Flavia Salutari (2017 ) UMAP: Urban Mobility Analysis Platform to Harvest Car Sharing Data, In: Proceedings of the IEEE Conference on Smart City Innovations, ISBN: 978-1-5386-0435-9
  30. Danilo Giordano, Stefano Traverso, Marco Mellia, Luigi Grimaudo, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha, Antonio Nucci (2017 ) Unsupervised methodology to unveil content delivery network structures
  31. Luca Vassio, Danilo Giordano, Martino Trevisan, Marco Mellia, Ana Paula Couto da Silva (2017 ) Users’ Fingerprinting Techniques from TCP Traffic, In: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks
  32. Giuseppe Scavo, Zied Ben Houidi, Stefano Traverso, Renata Teixeira, Marco Mellia (2017 ) WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place, In: PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION, pp. 1-24, ISSN: 2573-0142