2019 publications

  1. Martino Trevisan, Stefano Traverso, Eleonora Bassi, Marco Mellia (2019 ) 4 Years of EU Cookie Law: Results and Lessons Learned, In: PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES, pp. 126-145, ISSN: 2299-0984
  2. A. S. Khatouni, F. Soro, D. Giordano (2019 ) A machine learning application for latency prediction in operational 4G networks, In: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019, pp. 71-74, ISBN: 978-3-903176-15-7
  3. Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Enrico Macii, Alberto Macii (2019 ) A new unsupervised predictive-model self-assessment approach that SCALEs, In: 2019 IEEE International Congress on Big Data, pp. 144-148, ISBN: 978-1-7281-2772-9
  4. Alessandro Dralconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas (2019 ) A Survey on Big Data for Network Traffic Monitoring and Analysis, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 800-813, ISSN: 1932-4537
  5. Andrea Pasini, Elena Baralis, Paolo Garza, Davide Floriello, Michela Idiomi, Andrea Ortenzi, Simone Ricci (2019 ) Adaptive hierarchical clustering for petrographic image analysis, In: CEUR Workshop Proceedings
  6. Francesca Soro, Idilio Drago, Martino Trevisan, Marco Mellia, Joao Ceron, Jose J. Santanna (2019 ) Are Darknets All The Same? On Darknet Visibility for Security Monitoring, In: 2019 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), pp. 1-6, ISBN: 978-1-7281-1434-7
  7. D. Floriello, A. Ortenzi, M. Idiomi, S. Ricci, A. Amendola, S. Carminati, E. Baralis, P. Garza, A. Pasini (2019 ) Automatic pore typing classification from 2D images, In: Offshore Mediterranean Conference and Exhibition 2019, OMC 2019
  8. Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, ELENA MARIA Baralis (2019 ) Automating concept-drift detection by self-evaluating predictive model degradation
  9. Martino Trevisan (2019 ) Big Data for Traffic Monitoring and Management
  10. Luca Cagliero, SILVIA ANNA Chiusano, Elena Daraio, Paolo Garza (2019 ) CarPredictor: forecasting the number of free floating car sharing vehicles within restricted urban areas, In: 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, IT, July 8-13, 2019, pp. 72-76, ISBN: 978-1-7281-2772-9
  11. 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
  12. 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
  13. 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...
  14. Andrea Morichetta, Marco Mellia (2019 ) Clustering and evolutionary approach for longitudinal web traffic analysis, In: PERFORMANCE EVALUATION, pp. 102033, ISSN: 0166-5316
  15. Luca Cagliero, Giuseppe Attanasio, Paolo Garza, ELENA MARIA Baralis (In press ) Combining news sentiment and technical analysis to predict stock trend reversal, In: IEEE ICDM 2019 Workshops Proceedings
  16. Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan (2019 ) Compressed sensing reconstruction using Expectation Propagation, In: JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL, ISSN: 1751-8113
  17. Andrea Guidolin, Jose Divasón, Ana Romero, Francesco Vaccarino (2019 ) Computing Multipersistence by Means of Spectral Systems, In: Proceedings of the 2019 on International Symposium on Symbolic and Algebraic Computation, pp. 195-202, ISBN: 9781450360845
  18. Andrea Pasini, Elena Baralis (2019 ) Detecting Anomalies in Image Classification by Means of Semantic Relationships, In: Titolo volume non avvalorato, pp. 231-238, ISBN: 978-1-7281-1488-0
  19. MOHAMMAD REZA Kavoosifar, Daniele Apiletti, ELENA MARIA Baralis, Paolo Garza, Benoit Huet (2019 ) Effective video hyperlinking by means of enriched feature sets and monomodal query combinations, In: INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL, ISSN: 2192-6611
  20. Luca. Cagliero, Paolo Garza, Elena Baralis (2019 ) ELSA: A multilingual document summarization algorithm based on frequent itemsets and latent semantic analysis, In: ACM TRANSACTIONS ON INFORMATION SYSTEMS, pp. 1-33, ISSN: 1046-8188
  21. Alessandro Destefanis, Elisabetta Raguseo, Emilio Paolucci, Paolo Neirotti, Andrea Panelli (2019 ) Estimating the impacts of Airbnb on the hotel industry: direct effects on performance and the moderating role of hotel location, In: IFKAD proceedings - Knowledge Ecosystems and Growth, ISBN: 978-88-96687-12-3
  22. Tania Cerquitelli, Evelina DI CORSO, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, MARIA GIOVANNA Cassese, ELENA MARIA Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini (2019 ) Exploring energy performance certificates through visualization, In: Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference,EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019.
  23. Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, ELENA MARIA Baralis, Lorenzo Bottaccioli, Tania Cerquitelli, SILVIA ANNA Chiusano, Enrico Macii, Edoardo Patti (2019 ) Forecasting Heating Consumption in Buildings: A Scalable Full-Stack Distributed Engine, In: ELECTRONICS, pp. 1-31, ISSN: 2079-9292
  24. 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
  25. Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio (2019 ) Free Floating Electric Car Sharing: A Data Driven Approach for System Design, In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, pp. 1-13, ISSN: 1524-9050
  26. I. Biazzo, B. Monechi, V. Loreto (2019 ) General scores for accessibility and inequality measures in urban areas, In: ROYAL SOCIETY OPEN SCIENCE, pp. 190979, ISSN: 2054-5703
  27. Giulia Fracastoro, Dorina Thanou, Pascal Frossard (2019 ) Graph Transform Optimization with Application to Image Compression, In: IEEE TRANSACTIONS ON IMAGE PROCESSING, pp. 419-432, ISSN: 1057-7149
  28. D. Markudova, E. Baralis, L. Cagliero, M. Mellia, L. Vassio, E. Amparore, R. Loti, L. Salvatori (2019 ) Heterogeneous industrial vehicle usage predictions: A real case, In: CEUR Workshop Proceedings, pp. 1-6
  29. C. Pronello (2019 ) I servizi di mobilità condivisa (shared mobility services) e l’evoluzione tecnologica, In: POLITICHE PIEMONTE, pp. 24-30, ISSN: 2279-5030
  30. Araks Martirosyan, Marco Del Giudice, Chiara Enrico Bena, Andrea Pagnani, Carla Bosia, Andrea De Martino (2019 ) Kinetic modelling of competition and depletion of shared miRNAs by competing endogenous RNAs, In: Methods in Molecular Biology, pp. 367-409, ISBN: 978-1-4939-8981-2...
  31. 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
  32. Andrea Morichetta, Marco Mellia (2019 ) LENTA: Longitudinal Exploration for Network Traffic Analysis from Passive Data, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 814-827, ISSN: 1932-4537
  33. S. Berrone, Francesco DELLA SANTA, S. Pieraccini, F. Vaccarino (2019 ) Machine learning for flux regression in discrete fracture networks
  34. Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo (2019 ) Nonconvex image reconstruction via expectation propagation, In: PHYSICAL REVIEW. E, pp. 032134, ISSN: 2470-0053
  35. Martino Trevisan, Idilio Drago, Marco Mellia (2019 ) PAIN: A Passive Web Performance Indicator for ISPs, In: COMPUTER NETWORKS, pp. 115-126, ISSN: 1389-1286
  36. Moreno LA QUATRA, Luca Cagliero, ELENA MARIA Baralis (2019 ) Poli2Sum@ CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models, In: Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019), pp. 233-246
  37. Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, ELENA MARIA Baralis, Enrico Macii, Alberto Macii (2019 ) PREMISES, a scalable data-driven service to predict alarms in slowly-degrading multi-cycle industrial processes, In: 2019 IEEE International Congress on Big Data, pp. 139-143, ISBN: 978-1-7281-2772-9
  38. Thomas Favale, Marco Mellia, Idilio Drago, Martino Trevisan (2019 ) Privacy-preserving network monitoring at high-speed, In: ACM IMC 2019
  39. 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
  40. Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis (2019 ) Quantitative cryptocurrency trading: exploring the use of machine learning techniques, In: Proceedings of the 5th workshop on data science for macro-modeling with financial and economic datasets, pp. 1-6, ISBN: 9781450368230
  41. T. Bjoerklund, A. Fiandrotti, M. Annarumma, G. Francini, E. Magli (2019 ) Robust license plate recognition using neural networks trained on synthetic images, In: PATTERN RECOGNITION, pp. 134-146, ISSN: 0031-3203
  42. 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
  43. Alessandro Destefanis, Paolo Neirotti, Elisabetta Raguseo (2019 ) The impact of Airbnb on the hotels’ economic performance: An empirical investigation of the moderating effects, In: Titolo volume non avvalorato
  44. Elena Facco, Andrea Pagnani, Elena Tea Russo, Alessandro Laio (2019 ) The intrinsic dimension of protein sequence evolution, In: PLOS COMPUTATIONAL BIOLOGY, pp. e1006767, ISSN: 1553-734X
  45. Zied Ben Houidi, Giuseppe Scavo, Stefano Traverso, Renata Teixeira, Marco Mellia, Soumen Ganguly (2019 ) The News We Like Are Not the News We Visit: News Categories Popularity in Usage Data, In: THE 13TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-2019), pp. 1-12
  46. Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, ELENA MARIA Baralis (2019 ) Towards a real-time unsupervised estimation of predictive model degradation, In: Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, BIRTE 2019, Los Angeles, CA, USA, August 26, 2019, ISBN: 978-1-4503-7660-0
  47. Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida (2019 ) Towards Understanding Political Interactions on Instagram, In: Proceedings of the 30th ACM Conference on Hypertext and Social Media, pp. 247-251, ISBN: 9781450368858
  48. Matteo Nisi, Daniela Renga, Daniele Apiletti, Danilo Giordano, Tao Huang, Yang Zhang, Marco Mellia, ELENA MARIA Baralis (2019 ) Transparently mining data from a medium-voltage distribution network: a prognostic-diagnostic analysis, In: 2019 Workshops of the EDBT/ICDT Joint Conference
  49. Alessandro Farasin, Giovanni Nini, Paolo Garza, Claudio Rossi (2019 ) Unsupervised Burned Area Estimation through Satellite Tiles: A multimodal approach by means of image segmentation over remote sensing imagery, In: Lecture Notes in Computer Science (LNCS)

    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. Luca Vassio (2018 ) Data Analysis and Modelling of Users’ Behaviour on the Web
  12. 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...
  13. Laura Lopez-Fuentes, Alessandro Farasin, Harald Skinnemoen, Paolo Garza (2018 ) Deep Learning Models for Passability Detection of Flooded Roads, In: Multimedia Benchmark Workshop 2018
  14. 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
  15. 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
  16. 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
  17. 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
  18. Daniele Apiletti, Claudia Barberis, Tania Cerquitelli, Alberto Macii, Enrico Macii, Massimo Poncino, Francesco Ventura (2018 ) iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0, 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/..., pp. 924-931, ISBN: 978-1-7281-1141-4
  19. 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
  20. Martino Trevisan, Idilio Drago, Marco Mellia (2018 ) Measuring Web Speed From Passive Traces
  21. 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
  22. 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
  23. 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
  24. Alessandro Farasin, Paolo Garza (2018 ) PERCEIVE: Precipitation Data Characterization by means on Frequent Spatio-Temporal Sequences, In: ISCRAM 2018 Conference Proceedings – 15th International Conference on Information Systems for Crisis Response and Management, pp. 1081-1088, ISBN: 978-0-692-12760-5
  25. Martino Trevisan, Idilio Drago (2018 ) Robust URL Classification With Generative Adversarial Networks, In: PERFORMANCE EVALUATION REVIEW, pp. 143-146, ISSN: 0163-5999
  26. 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
  27. 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
  28. Irene Franco, Anna Johansson, Karl Olsson, Peter Vrtačnik, Pär Lundin, Hafdis T. Helgadottir, Malin Larsson, Gwladys Revêchon, Carla Bosia, Andrea Pagnani, Paolo Provero, Thomas Gustafsson, Helene Fischer, Maria Eriksson (2018 ) Somatic mutagenesis in satellite cells associates with human skeletal muscle aging, In: NATURE COMMUNICATIONS, pp. 800, ISSN: 2041-1723
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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. Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani (2017 ) An analytic approximation of the feasible space of metabolic networks, In: NATURE COMMUNICATIONS, pp. 14915, ISSN: 2041-1723
  3. 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
  4. 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
  5. Araks Martirosyan, Andrea De Martino, Andrea Pagnani, Enzo Marinari (2017 ) CeRNA crosstalk stabilizes protein expression and affects the correlation pattern of interacting proteins, In: SCIENTIFIC REPORTS, pp. 43673, ISSN: 2045-2322
  6. 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
  7. W. Chacholski, Martina Scolamiero, Francesco Vaccarino (2017 ) Combinatorial presentation of multidimensional persistent homology, In: JOURNAL OF PURE AND APPLIED ALGEBRA, ISSN: 0022-4049
  8. 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
  9. 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
  10. 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
  11. 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
  12. Alessia Marruzzo, Payal Tyagi, Fabrizio Antenucci, Andrea Pagnani, Luca Leuzzi (2017 ) Inverse problem for multi-body interaction of nonlinear waves, In: SCIENTIFIC REPORTS, pp. 3463, ISSN: 2045-2322
  13. 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
  14. 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
  15. 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
  16. 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
  17. A. Patania, G. Petri, F. Vaccarino (2017 ) P-persistent homology of finite topological spaces, In: RENDICONTI DEL SEMINARIO MATEMATICO, pp. 27-45, ISSN: 0373-1243
  18. 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
  19. Ali Safari Khatouni, 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...
  20. 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
  21. 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
  22. Carla Bosia, Francesco Sgrò, Laura Conti, Carlo Baldassi, Federica Cavallo, Ferdinando Di Cunto, Emilia Turco, Andrea Pagnani, Riccardo Zecchina (2017 ) RNAs competing for microRNAs mutually influence their fluctuations in a highly non-linear microRNA-dependent manner in single cells, In: GENOME BIOLOGY, pp. 17-30, ISSN: 1474-760X
  23. 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
  24. Valentina Gatteschi, Claudio Giovanni Demartini, Fabrizio Lamberti (2017 ) Semantics: Learning, In: Encyclopedia of Computer Science & Technology, pp. 692-702, ISBN: 9781482208191
  25. 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
  26. 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
  27. Luca Cagliero (2017 ) Summarization of emergency news articles driven by relevance feedback, In: Titolo volume non avvalorato, pp. 3713-3721, ISBN: 978-1-5386-2715-0
  28. 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
  29. 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
  30. Alice Patania, Giovanni Petri, Francesco Vaccarino (2017 ) The shape of collaborations, In: EPJ DATA SCIENCE, ISSN: 2193-1127
  31. 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
  32. Alice Patania, Francesco Vaccarino, Giovanni Petri (2017 ) Topological analysis of data, In: EPJ DATA SCIENCE, ISSN: 2193-1127
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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