2021 publications


  1. Antonio Nistico, Dena Markudova, Martino Trevisan, Michela Meo, Giovanna Carofiglio (2021 ) A comparative study of RTC applications, In: Proceedings of the 2020 IEEE International Symposium on Multimedia (ISM), pp. 1-8, ISBN: 978-1-7281-8697-9...
  2. Danilo Giordano, Luca Vassio, Luca Cagliero (2021 ) A multi-faceted characterization of free-floating car sharing service usage, In: TRANSPORTATION RESEARCH. PART C, EMERGING TECHNOLOGIES, pp. 102966, ISSN: 0968-090X
  3. Alberto Ciampaglia, Giovanni Belingardi, Antonio Mastropietro, Alessandro De Gregorio, Francesco Vaccarino (2021 ) Artificial Intelligence for Damage Detection in Automotive Composite Parts: A Use Case, In: SAE TECHNICAL PAPER, ISSN: 0148-7191
  4. Martino Trevisan, Luca Vassio, Danilo Giordano (2021 ) Debate on online social networks at the time of COVID-19: An Italian case study, In: ONLINE SOCIAL NETWORKS AND MEDIA, pp. 100136, ISSN: 2468-6964
  5. Vittorio Mazzia, Francesco Salvetti, Diego Aghi, Marcello Chiaberge (2021 ) DeepWay: A Deep Learning waypoint estimator for global path generation, In: COMPUTERS AND ELECTRONICS IN AGRICULTURE, pp. 106091, ISSN: 0168-1699
  6. Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico (2021 ) Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 115109, ISSN: 0957-4174
  7. MOHAMMAD REZA Kavoosifar, Daniele Apiletti, ELENA MARIA Baralis, Paolo Garza, Benoit Huet (In press ) Effective video hyperlinking by means of enriched feature sets and monomodal query combinations, In: INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL, ISSN: 2192-6611
  8. Alfredo Braunstein, Thomas Gueudre, Andrea Pagnani, Mirko Pieropan (2021 ) Expectation propagation on the diluted Bayesian classifier, In: PHYSICAL REVIEW. E, ISSN: 2470-0045
  9. Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci, Giovanni Petri, Francesco Vaccarino (2021 ) Homological scaffold via minimal homology bases, In: SCIENTIFIC REPORTS, pp. 5355, ISSN: 2045-2322
  10. Marcello Chiaberge, Giovanni Fantin, Francesco Salvetti, Vittorio Mazzia, Enrico Sutera (2021 ) Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-Wideband, In: Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, pp. 38-47, ISBN: 978-989-758-484-8
  11. Danilo Giordano, Marco Mellia, Tania Cerquitelli (2021 ) K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm, In: ELECTRONICS, pp. 1166, ISSN: 2079-9292
  12. Gianluca Perna, Dena Markudova, Martino Trevisan, Paolo Garza, Michela Meo, Maurizio Munafò, Giovanna Carofiglio (2021 ) Online Classification of RTC Traffic, In: Proceedings of the 2021 IEEE 18th Annual Consumer Communications & Networking Conference, pp. 1-6, ISBN: 978-1-7281-9794-4
  13. Stefano Berrone, Francesco Della Santa (2021 ) Performance Analysis of Multi-Task Deep Learning Models for Flux Regression in Discrete Fracture Networks, In: GEOSCIENCES, pp. 1-24, ISSN: 2076-3263
  14. Dena Markudova, Sachit Mishra, Luca Cagliero, Luca Vassio, Marco Mellia, Elena Baralis, Lucia Salvatori, Riccardo Loti (2021 ) Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data, In: COMPUTERS IN INDUSTRY, pp. 103468, ISSN: 0166-3615
  15. Simone Angarano, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge (2021 ) Robust ultra-wideband range error mitigation with deep learning at the edge, In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, pp. 104278-104286, ISSN: 0952-1976
  16. C. Pronello, P. Kumawat (2021 ) Smartphone Applications Developed to Collect Mobility Data: A Review and SWOT Analysis, In: Advances in Intelligent Systems and Computing, pp. 449-467, ISBN: 978-3-030-55186-5...
  17. Francesco Vaccarino (2021 ) Symmetric products, linear representations and trace identities, In: BEITRAGE ZUR ALGEBRA UND GEOMETRIE, ISSN: 0138-4821
  18. Azadeh Faroughi, Andrea Morichetta, Luca Vassio, Flavio Figueiredo, Marco Mellia, Reza Javidan (2021 ) Towards website domain name classification using graph based semi-supervised learning, In: COMPUTER NETWORKS, pp. 107865, ISSN: 1389-1286
  19. Andrea Morichetta, Martino Trevisan, Luca Vassio, Julia Krickl (2021 ) Understanding web pornography usage from traffic analysis, In: COMPUTER NETWORKS, ISSN: 1389-1286
  20. Valentino Rizzo, Stefano Traverso, Marco Mellia (2021 ) Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning, In: PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES, pp. 44-63, ISSN: 2299-0984
  21. Vittorio Mazzia, Fred Daneshgaran, Marina Mondin (2021 ) Use of Deep Learning for Automatic Detection of Cracks in Tunnels, In: Progresses in Artificial Intelligence and Neural Systems, pp. 91-101, ISBN: 978-981-15-5092-8...
  22. Dena Markudova, Martino Trevisan, Paolo Garza, Michela Meo, Maurizio Munafo, Giovanna Carofiglio (2021 ) What's my App?: ML-based classification of RTC applications, In: PERFORMANCE EVALUATION REVIEW, pp. 41-44, ISSN: 0163-5999
  23. Nikhil Jha, Thomas Favale, Luca Vassio, Martino Trevisan, Marco Mellia (2021 ) z-anonymity: Zero-Delay Anonymization for Data Streams, In: Proceedings of the 2020 IEEE International Conference on Big Data (Big Data), pp. 3996-4005, ISBN: 978-1-7281-6251-5...
  24. Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia (2021 ) α-MON: Traffic Anonymizer for Passive Monitoring, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 1-14, ISSN: 1932-4537

    2020 publications


  1. Anna Boschi, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge (2020 ) A Cost-Effective Person-Following System for Assistive Unmanned Vehicles with Deep Learning at the Edge, In: MACHINES, pp. 49-67, ISSN: 2075-1702
  2. T. Cerquitelli, E. D. Corso, S. Proto, P. Bethaz, D. Mazzarelli, A. Capozzoli, E. Baralis, M. Mellia, S. Casagrande, M. Tamburini (2020 ) A data-driven energy platform: From energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps, In: ELECTRONICS, pp. 1-26, ISSN: 2079-9292
  3. C. Paolino, L. Prono, F. Pareschi, M. Mangia, R. Rovatti, G. Setti (2020 ) A passive and low-complexity Compressed Sensing architecture based on a charge-redistribution SAR ADC, In: INTEGRATION, pp. 40-51, ISSN: 0167-9260
  4. M. Mangia, F. Pareschi, R. Rovatti, G. Setti (2020 ) Adapted Compressed Sensing: A Game Worth Playing, In: IEEE CIRCUITS AND SYSTEMS MAGAZINE, pp. 40-60, ISSN: 1531-636X
  5. Francesco Luigi Milone, Alessandro Destefanis (2020 ) Airbnb Adoption Process from Home-Owners’ Perspective in Italian Market, In: Conference Proceedings, London United Kingdom Aug 20-21, 2020, Part X, pp. 1046-1056
  6. Domenico Colucci, Lia Morra, Xiaoyang Zhang, Davide Fissore, Fabrizio Lamberti (2020 ) An automatic computer vision pipeline for the in-line monitoring of freeze-drying processes, In: COMPUTERS IN INDUSTRY, pp. 1-12, ISSN: 0166-3615
  7. Ali Safari Khatouni, Martino Trevisan, Danilo Giordano, Mohammad Rajiullah, Stefan Alfredsson, Anna Brunstrom, Cise Midoglu, Özgü Alay (2020 ) An Open Dataset of Operational Mobile Networks, In: MobiWac '20: Proceedings of the 18th ACM Symposium on Mobility Management and Wireless, pp. 83-90, ISBN: 9781450381192
  8. Francesco Della Santa, Maria Ferrara, Matteo Bilardo, Alessandro De Gregorio, Antonio Mastropietro, Ulderico Fugacci, Francesco Vaccarino, Enrico Fabrizio (2020 ) Application of Deep Learning to Design Renewable Energy Systems fo a Zero Energy Multifamily Building
  9. Diego Aghi, Vittorio Mazzia, Marcello Chiaberge (2020 ) Autonomous Navigation in Vineyards with Deep Learning at the Edge, In: Advances in Service and Industrial Robotics, pp. 479-486, ISBN: 978-3-030-48988-5...
  10. Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino (2020 ) Backbone Identification in Discrete Fracture Networks Using Layer-Wise Relevance Propagation for Neural Network Feature Selection
  11. E. Pastor, E. Baralis (2020 ) Bring Your Own Data to X-PLAIN, In: Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 2805-2808, ISBN: 9781450367356
  12. Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago, Marco Mellia (2020 ) Campus Traffic and e-Learning during COVID-19 Pandemic, In: COMPUTER NETWORKS, ISSN: 1389-1286
  13. Luca Cagliero, Paolo Garza, Moreno LA QUATRA (2020 ) Combining Machine Learning and Natural Language Processing for Language-Specific, Multi-Lingual, and Cross-Lingual Text Summarization: A Wide-Ranging Overview, In: Trends and Applications of Text Summarization Techniques, pp. 1-31, ISBN: 9781522593737, 15...
  14. Andrea Guidolin, Jose Divasón, Ana Romero, Francesco Vaccarino (2020 ) Computing invariants for multipersistence via spectral systems and effective homology, In: JOURNAL OF SYMBOLIC COMPUTATION, ISSN: 0747-7171
  15. Daniele Apiletti, Eliana Pastor (2020 ) Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining, In: ELECTRONICS, ISSN: 2079-9292
  16. Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis (2020 ) Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment, In: CEUR Workshop Proceedings
  17. Alessandro Destefanis, Lorenzo Angelini, Daniele Borlizzi, Alessandro Carlucci, Giuseppe Ciardella, Giuseppe Governale, Isotta Morfini (2020 ) Cultural tourism development and the impact on local communities: a case study from the South of Italy, In: CERN IDEASQUARE JOURNAL OF EXPERIMENTAL INNOVATION, ISSN: 2413-9505
  18. Daniela Renga, Daniele Apiletti, Danilo Giordano, Matteo Nisi, Tao Huang, Yang Zhang, Marco Mellia, ELENA MARIA Baralis (2020 ) Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis, In: COMPUTING, pp. 1-13, ISSN: 1436-5057
  19. Laura Lopez Fuentes, Alessandro Farasin, Mirko Zaffaroni, Harald Skinnemoen, Paolo Garza (2020 ) Deep learning models for road passability detection during flood events using social media data, In: APPLIED SCIENCES, ISSN: 2076-3417
  20. M. Mangia, L. Prono, A. Marchioni, F. Pareschi, R. Rovatti, G. Setti (2020 ) Deep Neural Oracles for Short-Window Optimized Compressed Sensing of Biosignals, In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, pp. 545-557, ISSN: 1932-4545
  21. Martino Trevisan, Francesca Soro, Marco Mellia, Idilio Drago, Ricardo Morla (2020 ) Does domain name encryption increase users' privacy?, In: COMPUTER COMMUNICATION REVIEW, pp. 16-22, ISSN: 0146-4833
  22. Alessandro Farasin, Luca Colomba, Paolo Garza (2020 ) Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data, In: APPLIED SCIENCES, ISSN: 2076-3417
  23. Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Maria Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Anna Chiusano (2020 ) DSLE: A Smart Platform for Designing Data Science Competitions, In: 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 133-142, ISBN: 978-1-7281-7303-0
  24. Alessandro Ciociola, Michele Cocca, Danilo Giordano, Luca Vassio, Marco Mellia (2020 ) E-Scooter Sharing: Leveraging Open Data for System Design, In: 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), pp. 1-8, ISBN: 978-1-7281-7343-6
  25. I. Biazzo, A. Ramezanpour (2020 ) Efficiency and irreversibility of movements in a city, In: SCIENTIFIC REPORTS, pp. 4334, ISSN: 2045-2322
  26. Moreno La Quatra, Luca Cagliero (2020 ) End-to-end Training For Financial Report Summarization, In: Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation, pp. 118-123
  27. Martino Trevisan, Ali Safari Khatouni, Danilo Giordano (2020 ) ERRANT: Realistic Emulation of Radio Access Networks, In: COMPUTER NETWORKS, ISSN: 1389-1286
  28. D. Apiletti, E. Pastor, R. Callà, E. Baralis (2020 ) Evaluating espresso coffee quality by means of time-series feature engineering, In: CEUR Workshop Proceedings
  29. M. La Quatra, L. Cagliero, E. Baralis (2020 ) Exploiting pivot words to classify and summarize discourse facets of scientific papers, In: SCIENTOMETRICS, ISSN: 0138-9130
  30. L. Cagliero, M. La Quatra (2020 ) Extracting highlights of scientific articles: A supervised summarization approach, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 113659, ISSN: 0957-4174
  31. Martino Trevisan, Danilo Giordano, Idilio Drago, Maurizio Matteo Munafo, Marco Mellia (2020 ) Five Years at the Edge: Watching Internet From the ISP Network, In: IEEE-ACM TRANSACTIONS ON NETWORKING, pp. 1-14, ISSN: 1063-6692
  32. Petropoulos Fotios, Daniele Apiletti, Assimakopoulos Vassilios, Mohamed Zied Babai, Devon K. Barrow, Bergmeir Christoph, Ricardo J. Bessa, John E. Boylan, Browell Jethro, Carnevale Claudio, Jennifer L. Castle, Cirillo Pasquale, Michael P. Clements, Cordeiro Clara, Fernando Luiz Cyrino Oliveira, Shari De Baets, Dokumentov Alexander, Fiszeder Piotr, Philip Hans Franses, Gilliland Michael, M. Sinan Gönül, Goodwin Paul, Grossi Luigi, Grushka-Cockayne Yael, Guidolin Mariangela, Guidolin Massimo, Gunter Ulrich, Guo Xiaojia, Guseo Renato, Harvey Nigel, David F. Hendry, Hollyman Ross, Januschowski Tim, Jeon Jooyoung, Victor Richmond R. Jose, Kang Yanfei, Anne B. Koehler, Kolassa Stephan, Kourentzes Nikolaos, Sonia Leva, Li Feng, Litsiou Konstantia, Makridakis Spyros, Andrew B. Martinez, Meeran Sheik, Modis Theodore, Nikolopoulos Konstantinos, Önkal Dilek, Paccagnini Alessia, Panapakidis Ioannis, Jose M. Pavía, Pedio Manuela, Diego J. Pedregal, Pinson Pierre, Ramos Patrícia, David E. Rapach (2020 ) Forecasting: theory and practice
  33. L. Cagliero, M. La Quatra, D. Apiletti (2020 ) From Hotel Reviews to City Similarities: A Unified Latent-Space Model, In: ELECTRONICS, pp. 1-16, ISSN: 2079-9292
  34. C. H. Pimentel-Romero, M. Mangia, F. Pareschi, R. Rovatti, G. Setti (2020 ) Geometric Constraints in Sensing Matrix Design for Compressed Sensing, In: SIGNAL PROCESSING, pp. 107498, ISSN: 0165-1684
  35. Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci, Giovanni Petri, Francesco Vaccarino (2020 ) Homological Scaffold via Minimal Homology Bases
  36. Alessandro Ciociola, Dena Markudova, Luca Vassio, Danilo Giordano, Marco Mellia, Michela Meo (2020 ) Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems, In: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), pp. 1-6, ISBN: 978-1-7281-4149-7
  37. Diego Aghi, Vittorio Mazzia, Marcello Chiaberge (2020 ) Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy, In: MACHINES, pp. 27, ISSN: 2075-1702
  38. M. Mangia, A. Marchioni, L. Prono, F. Pareschi, R. Rovatti, G. Setti (2020 ) Low-power ECG acquisition by Compressed Sensing with Deep Neural Oracles, In: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, pp. 158-162, ISBN: 978-1-7281-4922-6
  39. Andrea Morichetta (2020 ) Machine Learning and Big Data Approaches for Automatic Internet Monitoring
  40. S. Mishra, L. Vassio, L. Cagliero, M. Mellia, E. Baralis, R. Loti, L. Salvatori (2020 ) Machine learning supported next-maintenance prediction for industrial vehicles, In: CEUR Workshop Proceedings
  41. Francesco Salvetti, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge (2020 ) Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks, In: REMOTE SENSING, pp. 2207, ISSN: 2072-4292
  42. F. Colombo, F. Della Santa, S. Pieraccini (2020 ) Multi-objective optimisation of an aerostatic pad: design of position, number and diameter of the supply holes, In: JOURNAL OF MECHANICS, ISSN: 1727-7191
  43. S. Berrone, J. D. Hyman, S. Pieraccini (2020 ) Multilevel Monte Carlo predictions of first passage times in three‐dimensional discrete fracture networks: a graph‐based approach, In: WATER RESOURCES RESEARCH, ISSN: 0043-1397
  44. P. Barbiero, G. Cirrincione, M. Cirrincione, E. Piccolo, F. Vaccarino (2020 ) Neural Epistemology in Dynamical System Learning, In: Smart Innovation, Systems and Technologies, pp. 213-221, ISBN: 978-981-13-8949-8...
  45. Michele Cocca, Douglas Teixeira, Luca Vassio, Marco Mellia, Jussara M. Almeida, Ana Paula Couto da Couto da Silva (2020 ) On Car-Sharing Usage Prediction with Open Socio-Demographic Data, In: ELECTRONICS, pp. 72-91, ISSN: 2079-9292
  46. Michelangelo Barulli, Alessandro Ciociola, Michele Cocca, Luca Vassio, Danilo Giordano, Marco Mellia (2020 ) On Scalability of Electric Car Sharing in Smart Cities, In: 2020 IEEE International Smart Cities Conference (ISC2), pp. 1-8, ISBN: 978-1-7281-8294-0
  47. Alessandro De Gregorio, Ulderico Fugacci, Facundo Memoli, Francesco Vaccarino (2020 ) On the notion of weak isometry for finite metric spaces
  48. Elena Daraio, Luca Cagliero, Silvia Chiusano, Paolo Garza, Danilo Giordano (2020 ) Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts, In: ELECTRONICS, pp. 1322, ISSN: 2079-9292
  49. Vittorio Mazzia, Aleem Khaliq, Francesco Salvetti, Marcello Chiaberge (2020 ) Real-Time Apple Detection System using Embedded Systems with Hardware Accelerators: an Edge AI Application, In: IEEE ACCESS, pp. 9102-9114, ISSN: 2169-3536
  50. Gianluca Perna, Martino Trevisan, Danilo Giordano (2020 ) Realistic testing of RTC applications under mobile networks, In: Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies, pp. 532-533, ISBN: 9781450379489
  51. F. Soro, M. Mellia, N. Russo (2020 ) Regular pattern and anomaly detection on corporate transaction time series, In: CEUR Workshop Proceedings
  52. Francesca Soro, Mauro Allegretta, Marco Mellia, Idilio Drago, Leandro M. Bertholdo (2020 ) Sensing the Noise: Uncovering Communities in Darknet Traffic, In: Titolo volume non avvalorato, ISBN: 978-1-7281-6248-5
  53. Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Paolo Garza, Elena Maria Baralis (2020 ) Severity Classification of Deep Learning U-Nets from Satellite Images
  54. Lia Morra, Francesco Manigrasso, Fabrizio Lamberti (2020 ) SoccER: Computer graphics meets sports analytics for soccer event recognition, In: SOFTWAREX, ISSN: 2352-7110
  55. A. Marchioni, M. Mangia, F. Pareschi, R. Rovatti, G. Setti (2020 ) Subspace Energy Monitoring for Anomaly Detection @Sensor or @Edge, In: IEEE INTERNET OF THINGS JOURNAL, pp. 7575-7589, ISSN: 2327-4662
  56. Alessandro Farasin, Luca Colomba, Giulio Palomba, Giovanni Nini, Claudio Rossi (2020 ) Supervised Burned Areas delineation by means of Sentinel-2 imagery and Convolutional Neural Networks, In: ISCRAM 2020 Conference Proceedings - 17th International Conference on Information Systems for Crisis Response And Management, pp. 1060-1071
  57. Alessandro Destefanis, Paolo Neirotti, Emilio Paolucci, Elisabetta Raguseo (2020 ) The impact of Airbnb on the economic performance of independent hotels: an empirical investigation of the moderating effects, In: CURRENT ISSUES IN TOURISM, pp. 1-31, ISSN: 1368-3500
  58. Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis (2020 ) Training ensembles of faceted classification models for quantitative stock trading, In: COMPUTING, pp. 1-13, ISSN: 0010-485X
  59. Vittorio Mazzia, Lorenzo Comba, Aleem Khaliq, Marcello Chiaberge, Paolo Gay (2020 ) UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture, In: SENSORS, pp. 2530, ISSN: 1424-8220
  60. Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto da Silva, Jussara Marques de Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia (2020 ) Unveiling Community Dynamics on Instagram Political Network, In: 12th ACM Conference on Web Science, pp. 231-240, ISBN: 9781450379892
  61. Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia (2020 ) α-MON: Anonymized Passive Traffic Monitoring, In: Proceedings of the 2020 32nd International Teletraffic Congress (ITC 32), pp. 10-18, ISBN: 978-3-948377-02-1...

    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. LUCIANO PRONO, A. Marchioni, M. Mangia, F. Pareschi, R. Rovatti, G. Setti (2019 ) A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA, In: PRIME 2019 - 15th Conference on Ph.D. Research in Microelectronics and Electronics, Proceedings, pp. 77-80, ISBN: 978-1-7281-3549-6
  3. 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
  4. 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
  5. CARMINE PAOLINO, F. Pareschi, M. Mangia, R. Rovatti, G. Setti (2019 ) A Practical Architecture for SAR-based ADCs with Embedded Compressed Sensing Capabilities, In: PRIME 2019 - 15th Conference on Ph.D. Research in Microelectronics and Electronics, Proceedings, pp. 133-136, ISBN: 978-1-7281-3549-6
  6. M. Ferrara, B. Monechi, G. Valenti, C. Liberto, M. Nigro, I. Biazzo (2019 ) A simulation tool for energy management of e-mobility in urban areas, In: MT-ITS 2019 - 6th International Conference on Models and Technologies for Intelligent Transportation Systems, pp. 1-7, ISBN: 978-1-5386-9484-8
  7. 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
  8. 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
  9. Mirko Zaffaroni, Laura Lopez Fuentes, Alessandro Farasin, Paolo Garza, Harald Skinnemoen (2019 ) AI-Based Flood Event Understanding and Quantifying Using Online Media and Satellite Data, In: Multimedia Satellite Task Flood Severity Estimation, pp. 1-3
  10. 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
  11. Lia Morra, Silvia Delsanto, Loredana Correale (2019 ) Artificial Intelligence in Medical Imaging. From Theory to Clinical Practice
  12. 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
  13. Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, ELENA MARIA Baralis (2019 ) Automating concept-drift detection by self-evaluating predictive model degradation
  14. LIA MORRA, FABRIZIO LAMBERTI (2019 ) Benchmarking unsupervised near-duplicate image detection, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 313-326, ISSN: 0957-4174
  15. Martino Trevisan (2019 ) Big Data for Traffic Monitoring and Management
  16. Lia Morra, Fabrizio Lamberti, Filippo Gabriele Prattico', Salvatore La Rosa, Paolo Montuschi (2019 ) Building trust in autonomous vehicles: Role of virtual reality driving simulators in HMI design, In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, pp. 9438-9450, ISSN: 0018-9545
  17. 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
  18. 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
  19. 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
  20. M. Mangia, A. Marchioni, F. Pareschi, R. Rovatti, G. Setti (2019 ) Chained Compressed Sensing for Iot Node Security, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 7580-7584, ISBN: 978-1-4799-8131-1
  21. M. Mangia, A. Marchioni, F. Pareschi, R. Rovatti, G. Setti (2019 ) Chained Compressed Sensing: A Blockchain-Inspired Approach for Low-Cost Security in IoT Sensing, In: IEEE INTERNET OF THINGS JOURNAL, pp. 6465-6475, ISSN: 2327-4662
  22. Victor A. Alencar, Felipe Rooke, Michele Cocca, Luca Vassio, Jussara Almeida, Alex Borges Vieira (2019 ) Characterizing client usage patterns and service demand for car-sharing systems, In: INFORMATION SYSTEMS, pp. 101448, ISSN: 0306-4379
  23. 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...
  24. Andrea Morichetta, Marco Mellia (2019 ) Clustering and evolutionary approach for longitudinal web traffic analysis, In: PERFORMANCE EVALUATION, pp. 102033, ISSN: 0166-5316
  25. Luca Cagliero, Giuseppe Attanasio, Paolo Garza, ELENA MARIA Baralis (2019 ) Combining news sentiment and technical analysis to predict stock trend reversal, In: IEEE ICDM 2019 Workshops Proceedings, pp. 514-521
  26. G. Iacobello, L. Ridolfi, M. Marro, P. Salizzoni, S. Scarsoglio (2019 ) Complex network analysis of wind tunnel experiments on the passive scalar dispersion in a turbulent boundary layer, In: Springer Proceedings in Physics, pp. 215-220, ISBN: 978-3-030-22195-9...
  27. Giovanni Iacobello, Stefania Scarsoglio, J. G. M. Kuerten, Luca Ridolfi (2019 ) Complex network characterization of Lagrangian mixing in a turbulent channel flow, In: 9th European Postgraduate Fluid Dynamics Conference Book of Abstracts
  28. Giovanni Iacobello, Stefania Scarsoglio, Hans Kuerten, Luca Ridolfi (2019 ) Complex network-based Lagrangian analysis of turbulent mixing in channel flows at different Reynolds numbers, In: Bulletin of the American Physical Society, pp. 813-813
  29. S. Callegari, M. Mangia, R. Rovatti, G. Setti (2019 ) Compressed Sensing of ΔΣ Streams, In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019, pp. 835-838, ISBN: 978-1-7281-0996-1
  30. 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
  31. Karol Calo', Diego Gallo, Valentina Mazzi, Stefania Scarsoglio, Muhammad O. Khan, David A. Steinman, Luca Ridolfi, Umberto Morbiducci (2019 ) Computational hemodynamics & complex networks integrated platform to study intravascular flow in the carotid bifurcation, In: Proceedings of the 2019 Summer Biomechanics, Bioengineering, and Biotransport Conference, ISBN: 978-0-578-51234-1
  32. 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
  33. L Vassio, M Mellia (2019 ) Data Analysis and Modelling of Users' Behavior on the Web, In: Titolo volume non avvalorato, pp. 665-670, ISBN: 978-1-7281-0618-2
  34. Ali Safari Khatouni, Martino Trevisan, Danilo Giordano (2019 ) Data-Driven Emulation of Mobile Access Networks, In: Proceedings of the 15th International Conference on Network and Service Management (CNSM), ISBN: 978-3-903176-24-9
  35. Vittorio Mazzia, Angelo Tartaglia, Marcello Chiaberge, Dario Gandini (2019 ) Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors Arrays, In: Machine Learning, Optimization, and Data Science, pp. 24-35, ISBN: 978-3-030-37598-0...
  36. Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli (2019 ) Deep Learning For Super-Resolution Of Unregistered Multi-Temporal Satellite Images, In: 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), pp. 1-5, ISBN: 978-1-7281-5294-3
  37. 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
  38. 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
  39. Eliana Pastor, ELENA MARIA Baralis (2019 ) Enhancing Interpretability of Black Box Models by means of Local Rules
  40. 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
  41. G. Iacobello, M. Marro, L. Ridolfi, P. Salizzoni, S. Scarsoglio (2019 ) Experimental investigation of vertical turbulent transport of a passive scalar in a boundary layer: Statistics and visibility graph analysis, In: PHYSICAL REVIEW FLUIDS, ISSN: 2469-990X
  42. E. Pastor, E. Baralis (2019 ) Explaining black box models by means of local rules, In: Proceedings of the ACM Symposium on Applied Computing, pp. 510-517, ISBN: 9781450359337
  43. T. Cerquitelli, G. Malnati, D. Apiletti (2019 ) Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings, In: ENERGIES, pp. 2933-2950, ISSN: 1996-1073
  44. 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.
  45. S. Berrone, A. D’Auria, F. Vicini (2019 ) Fast and robust flow simulations in discrete fracture networks with GPGPUs, In: GEM, ISSN: 1869-2672
  46. 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
  47. 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
  48. 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
  49. 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
  50. 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
  51. Luca Vassio (2019 ) Human Behaviour on the Web: Evolution, Interactions and Exploitation, In: Titolo volume non avvalorato, pp. 3-4, ISBN: 9781450369039
  52. C. Pronello (2019 ) I servizi di mobilità condivisa (shared mobility services) e l’evoluzione tecnologica, In: POLITICHE PIEMONTE, pp. 24-30, ISSN: 2279-5030
  53. D. Valsesia, G. Fracastoro, E. Magli (2019 ) Image Denoising with Graph-Convolutional Neural Networks, In: Proceedings - International Conference on Image Processing, ICIP, pp. 2399-2403, ISBN: 978-1-5386-6249-6
  54. Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge (2019 ) Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN), In: APPLIED SCIENCES, pp. 238-260, ISSN: 2076-3417
  55. 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...
  56. 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
  57. Giovanni Iacobello, Stefania Scarsoglio, Hans Kuerten, Luca Ridolfi (2019 ) Lagrangian mixing in wall-bounded turbulence: a network perspective, In: Book of Abstracts - 17th European Turbulence Conference
  58. Giovanni Iacobello, Stefania Scarsoglio, J. G. M. Kuerten, Luca Ridolfi (2019 ) Lagrangian network analysis of turbulent mixing, In: JOURNAL OF FLUID MECHANICS, pp. 546-562, ISSN: 0022-1120
  59. D. Valsesia, E. Magli, G. Fracastoro (2019 ) Learning localized generative models for 3D point clouds via graph convolution, In: 7th International Conference on Learning Representations, ICLR 2019
  60. 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
  61. Golnaz Zargarian, L Vassio, Maurizio Munafo, M Mellia (2019 ) Mining Patterns in Mobile Network Logs, In: Titolo volume non avvalorato, pp. 1-6, ISBN: 978-1-7281-0618-2
  62. Stefania Scarsoglio, Giovanni Iacobello, Luca Ridolfi, Massimo Marro, PIETRO STEFANO Salizzoni (2019 ) Network-based characterization of passive-scalar plume dynamics in a turbulent boundary layer, In: 17th Book of Abstracts of the European Turbulence Conference
  63. 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
  64. Giuseppe Siracusano, Martino Trevisan, Roberto Gonzalez, Roberto Bifulco (2019 ) On the Application of NLP to Discover Relationships between Malicious Network Entities
  65. Martino Trevisan, Idilio Drago, Marco Mellia (2019 ) PAIN: A Passive Web Performance Indicator for ISPs, In: COMPUTER NETWORKS, pp. 115-126, ISSN: 1389-1286
  66. Stefano Berrone, Stefano Scialo', Fabio Vicini (2019 ) Parallel meshing, discretization and computation of flow in massive discrete fracture networks, In: SIAM JOURNAL ON SCIENTIFIC COMPUTING, pp. 317-338, ISSN: 1064-8275
  67. 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
  68. 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
  69. Thomas Favale, Marco Mellia, Idilio Drago, Martino Trevisan (2019 ) Privacy-preserving network monitoring at high-speed, In: ACM IMC 2019
  70. 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
  71. 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
  72. Aleem Khaliq, Vittorio Mazzia, Marcello Chiaberge (2019 ) Refining satellite imagery by using UAV imagery for vineyard environment: A CNN Based approach, In: 2019 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), pp. 25-29, ISBN: 978-1-7281-3611-0
  73. 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
  74. 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
  75. 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
  76. 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
  77. 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
  78. 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
  79. Antonio Attanasio, Marco Piscitelli, Silvia Chiusano, Alfonso Capozzoli, Tania Cerquitelli (2019 ) Towards an Automated, Fast and Interpretable Estimation Model of Heating Energy Demand: A Data-Driven Approach Exploiting Building Energy Certificates, In: ENERGIES, pp. 1273-1297, ISSN: 1996-1073
  80. Evelina DI CORSO, Stefano Proto, Tania Cerquitelli, SILVIA ANNA Chiusano (2019 ) Towards automated visualisation of scientic literature, 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, pp. 28-36, ISBN: 978-3-030-30277-1
  81. 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
  82. 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
  83. C. Pronello (2019 ) Transports soutenables et mobilités urbaines : les défis du transport en commun, In: Ecocity, Knowledge city, Smart city: vers une ville écosoutenable ?, pp. 103-115, ISBN: 978-2-7574-2460-5
  84. 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: CEUR Workshop Proceedings, pp. 1-10
  85. C. Pronello (2019 ) Validation of a unidimensional and probabilistic measurement scale for proenvironmental behaviour by travellers, In: TRANSPORTATION, ISSN: 0049-4488
  86. T. Cerquitelli, E. Di Corso, S. Proto, A. Capozzoli, D. Mazzarelli, A. Nasso, E. Baralis, M. Mellia, S. Casagrande, M. Tamburini (2019 ) Visualising high-resolution energy maps through the exploratory analysis of energy performance certificates, In: SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies, pp. 1-6, ISBN: 978-1-7281-1156-8
  87. L. Vassio, Z. -L. Zhang, S. -J. Lee (2019 ) Workshop WAIN: Welcome message, In: PERFORMANCE EVALUATION REVIEW, pp. V, ISSN: 0163-5999

    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. Mauro Mangia, Fabio Pareschi, Valerio Cambareri, Riccardo Rovatti, Gianluca Setti (2018 ) Adapted Compressed Sensing for Effective Hardware Implementations
  5. Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Adaptive Matrix Design for Boosting Compressed Sensing, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, pp. 1016-1027, ISSN: 1549-8328
  6. Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Administering quality-energy trade-off in IoT sensing applications by means of adapted compressed sensing, In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, pp. 895-907, ISSN: 2156-3357
  7. 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
  8. Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, ELENA MARIA Baralis, Michele Osella, ENRICO GIOVANNI Ferro (2018 ) An empirical comparison of knowledge graph embeddings for item recommendation, In: Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies 2018
  9. 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
  10. 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...
  11. Elena Daraio, Evelina DI CORSO, Tania Cerquitelli, SILVIA ANNA Chiusano (2018 ) Characterizing Air-Quality Data Through Unsupervised Analytics Methods, 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, pp. 205-217, ISBN: 978-3-030-00062-2
  12. 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
  13. 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
  14. 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
  15. Jesus Gonzalez-Feliu, Cristina Pronello, Josep Maria Salanova Grau, Paulius Skačkauskas (2018 ) COLLABORATION AND URBAN TRANSPORT: A SHORT REVIEW OF THE SPECIAL ISSUE, In: TRANSPORT, pp. 861-866, ISSN: 1648-4142
  16. 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
  17. Luca Vassio (2018 ) Data Analysis and Modelling of Users’ Behaviour on the Web
  18. 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...
  19. ELENA MARIA Baralis, Tania Cerquitelli, SILVIA ANNA Chiusano, R. Meo (2018 ) Data Mining in Databases: Languages and Indices, In: A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years, pp. 341-351, ISBN: 978-3-319-61892-0
  20. Laura Lopez-Fuentes, Alessandro Farasin, Harald Skinnemoen, Paolo Garza (2018 ) Deep Learning Models for Passability Detection of Flooded Roads, In: Multimedia Benchmark Workshop 2018
  21. Eliana Pastor (2018 ) Deriving Local Internal Logic for Black Box Models, In: Proceedings of the 26th Italian Symposium on Advanced Database Systems,Castellaneta Marina (Taranto), Italy, June 24-27, 2018., pp. 1-4
  22. 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
  23. Cristina Pronello, Valentina Rappazzo, JEAN-BAPTISTE Gaborieau, Veronica Martino, Alberto Forchino (2018 ) Effects of the mandatory validation on bus commercial speed: case study in Torino (Italy), In: Proceedings of 7th Transport Research Arena TRA 2018
  24. Cristina Pronello, JEAN-BAPTISTE Gaborieau (2018 ) Engaging in pro-environment travel behaviour research from a psycho-social perspective: A review of behavioural variables and theories, In: SUSTAINABILITY, pp. 2412-2433, ISSN: 2071-1050
  25. Karol Calo', M. OWAIS KHAN, Diego Gallo, Stefania Scarsoglio, DAVID A. Steinman, Luca Ridolfi, Umberto Morbiducci (2018 ) Exploring flow disturbances at the carotid bifurcation through an integrated computational hemodynamics & complex networks-based approach
  26. 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
  27. 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
  28. ELENA MARIA Baralis, Luca Cagliero (2018 ) Highlighter: automatic highlighting of electronic learning documents, In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, pp. 7-19, ISSN: 2168-6750
  29. 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
  30. 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
  31. 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
  32. Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Low-Cost Security of IoT Sensor Nodes with Rakeness-Based Compressed Sensing: Statistical and Known-Plaintext Attacks, In: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, pp. 327-340, ISSN: 1556-6013
  33. Martino Trevisan, Idilio Drago, Marco Mellia (2018 ) Measuring Web Speed From Passive Traces
  34. 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
  35. Flavio Giobergia, Elena Baralis, Maria Camuglia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti (2018 ) Method and System for Predicting System Status
  36. 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
  37. 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
  38. C. Pronello, J. B. Gaborieau (2018 ) My-Moby: a customer oriented tool to support integrated transport and resilient communities
  39. Leo Yu Zhang, Yuansheng Liu, Fabio Pareschi, Yushu Zhang, Kwok-Wo Wong, Riccardo Rovatti, Gianluca Setti (2018 ) On the security of a class of diffusion mechanisms for image encryption, In: IEEE TRANSACTIONS ON CYBERNETICS, pp. 1163-1175, ISSN: 2168-2267
  40. 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
  41. Mauro Mangia, Letizia Magenta, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Projected-gradient-descent in rakeness-based compressed sensing with disturbance rejection, In: 2018 New Generation of CAS, NGCAS 2018, pp. 78-81, ISBN: 9781538676813
  42. Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Rakeness-based compressed sensing and hub spreading to administer short/long-range communication tradeoff in IoT Settings, In: IEEE INTERNET OF THINGS JOURNAL, pp. 2220-2233, ISSN: 2327-4662
  43. Mauro Mangia, Fabio Pareschi, Rohan Varma, Riccardo Rovatti, Jelena Kovacevic, Gianluca Setti, Fabio Pareschi (2018 ) Rakeness-Based Compressed Sensing of Multiple-graph Signals for IoT Applications, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS, pp. 682-686, ISSN: 1549-7747
  44. Martino Trevisan, Idilio Drago (2018 ) Robust URL Classification With Generative Adversarial Networks, In: PERFORMANCE EVALUATION REVIEW, pp. 143-146, ISSN: 0163-5999
  45. 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
  46. Tiziano Distefano, Francesco Laio, Luca Ridolfi, Stefano Schiavo (2018 ) Shock transmission in the international food trade network, In: PLOS ONE, pp. e0200639, ISSN: 1932-6203
  47. 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
  48. M. Sechilariu, F. Locment, H. Martell-Flores, N. Molines, J. Baert, G. Richard, C. Henriot, C. Pronello (2018 ) Smart Microgrid and Urban Planning for Better Electromobility, In: 2017 IEEE Vehicle Power and Propulsion Conference, VPPC 2017 - Proceedings, pp. 1-6, ISBN: 978-1-5386-1317-7
  49. M. Sechilariu, F. Locment, H. Martell-Flores, N. Molines, J. Baert, G. Richard, C. Henriot, C. Pronello (2018 ) Smart Microgrid and Urban Planning for Better Electromobility, In: 2017 IEEE Vehicle Power and Propulsion Conference, VPPC 2017 - Proceedings, pp. 1-6, ISBN: 9781538613177
  50. 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
  51. 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
  52. 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
  53. Luca Cagliero, Paolo Garza (2018 ) Study of the applicability of an itemset-based portfolio planner in a multi-market context, In: CEUR Workshop Proceedings, pp. 50-55
  54. 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
  55. Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, ELENA MARIA Baralis, Michele Osella, Enrico Ferro (2018 ) Translational Models for Item Recommendation, In: ESWC 2018: The Semantic Web: ESWC 2018 Satellite Event, pp. 478-490
  56. Stefano Berrone, Claudio Canuto, Sandra Pieraccini, Stefano Scialo' (2018 ) Uncertainty quantification in Discrete Fracture Network models: stochastic geometry, In: WATER RESOURCES RESEARCH, pp. 1338-1352, ISSN: 1944-7973
  57. S. Berrone, C. Fidelibus, S. Pieraccini, S. Scialò, F. Vicini (2018 ) Unsteady advection-diffusion simulations in complex Discrete Fracture Networks with an optimization approach, In: JOURNAL OF HYDROLOGY, pp. 332-345, ISSN: 0022-1694
  58. C. Pronello, D. Longhi (2018 ) Using the validation data of smart cards to better design public transport networks, In: Proceedings of 7th Transport Research Arena TRA 2018
  59. 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
  60. 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. Mario Baldi, Han Hee Song, Antonio Nucci, Marco Mellia, Martino Trevisan, Idilio Drago (2017 ) Automatic rule generation for flow management in software defined networking networks
  6. Stefano Traverso, Martino Trevisan, Laura Giannantoni, Marco Mellia, Hassan Metwalley (2017 ) Benchmark and comparison of tracker-blockers: Should you trust them?, In: IEEE/IFIP Network Traffic Measurement and Analysis Conference (TMA), pp. 1-9, ISBN: 978-3-901882-95-1
  7. 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
  8. 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
  9. W. Chacholski, Martina Scolamiero, Francesco Vaccarino (2017 ) Combinatorial presentation of multidimensional persistent homology, In: JOURNAL OF PURE AND APPLIED ALGEBRA, ISSN: 0022-4049
  10. 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
  11. Tania Cerquitelli, Evelina DI CORSO, Francesco Ventura, SILVIA ANNA Chiusano (2017 ) Data miners' little helper: data transformation activity cues for cluster analysis on document collections, In: Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, pp. 1-6, ISBN: 978-1-4503-5225-3
  12. Luca Cagliero, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero (2017 ) Discovering High-Utility Itemsets at Multiple Abstraction Levels, 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, pp. 224-234, ISBN: 978-3-319-67161-1...
  13. Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti (2017 ) Discovering profitable stocks for intraday trading, In: INFORMATION SCIENCES, pp. 91-106, ISSN: 0020-0255
  14. Karol Calo', M. Owais Khan, Diego Gallo, Stefania Scarsoglio, David A. Steinman, Luca Ridolfi, Umberto Morbiducci (2017 ) Exploring intracranial aneurysm hemodynamics with a complex networks approach
  15. Karol Calo', M. Owais Khan, Diego Gallo, Stefania Scarsoglio, David A. Steinman, Luca Ridolfi, Umberto Morbiducci (2017 ) Exploring intracranial aneurysm hemodynamics with a complex networks approach, In: Proceedings of the VII Meeting of the Italian Chapter of the European Society of Biomechanics (ESB-ITA 2017), ISBN: 9788862960007
  16. 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
  17. 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
  18. 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
  19. 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
  20. Cristina Pronello, Cristian Camusso, Valentina Rappazzo (2017 ) Last mile freight distribution and transport operators’ needs: which targets and challenges?, In: TRANSPORTATION RESEARCH PROCEDIA, pp. 888-899, ISSN: 2352-1465
  21. 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
  22. 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
  23. 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
  24. 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
  25. S. Berrone, A. Borio (2017 ) Orthogonal polynomials in badly shaped polygonal elements for the Virtual Element Method, In: FINITE ELEMENTS IN ANALYSIS AND DESIGN, pp. 14-31, ISSN: 0168-874X
  26. 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
  27. 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
  28. ELENA MARIA Baralis, Luca Cagliero, Paolo Garza (2017 ) Planning stock portfolios by means of weighted frequent itemsets, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 1-17, ISSN: 0957-4174
  29. Luca Cagliero, Silvia Chiusano, Tania Cerquitelli, Paolo Garza, Xin Xiao (2017 ) Predicting critical conditions in bicycle sharing systems, In: COMPUTING, pp. 39-57, ISSN: 0010-485X
  30. 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...
  31. T. Cerquitelli, E. Di Corso, F. Ventura, S. Chiusano (2017 ) Prompting the data transformation activities for cluster analysis on collections of documents, In: Proceedings of the 25th Italian Symposium on Advanced Database Systems, Squillace Lido (Catanzaro), Italy, June 25-29, 2017, pp. 1-8
  32. 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
  33. 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
  34. 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
  35. 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
  36. Valentina Gatteschi, Claudio Giovanni Demartini, Fabrizio Lamberti (2017 ) Semantics: Learning, In: Encyclopedia of Computer Science & Technology, pp. 692-702, ISBN: 9781482208191
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. Alice Patania, Giovanni Petri, Francesco Vaccarino (2017 ) The shape of collaborations, In: EPJ DATA SCIENCE, ISSN: 2193-1127
  43. 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
  44. Alice Patania, Francesco Vaccarino, Giovanni Petri (2017 ) Topological analysis of data, In: EPJ DATA SCIENCE, ISSN: 2193-1127
  45. 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
  46. 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
  47. Xin Xiao, Antonio Attanasio, SILVIA ANNA Chiusano, Tania Cerquitelli (2017 ) Twitter data laid almost bare: An insightful exploratory analyser, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 501-517, ISSN: 0957-4174
  48. 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
  49. 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
  50. 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
  51. Cristina Pronello, Cristian Camusso (2017 ) Users’ needs and business models for a sustainable mobility information network in the Alpine Space, In: TRANSPORTATION RESEARCH PROCEDIA, pp. 3594-3609, ISSN: 2352-1465
  52. 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