2022 publications


  1. Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico (2022 ) Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case, In: COMPUTERS IN INDUSTRY, pp. 103554, ISSN: 0166-3615
  2. 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
  3. Gianluca Perna, Dena Markudova, Martino Trevisan, Paolo Garza, Michela Meo, Maurizio Munafò (2022 ) Retina: An open-source tool for flexible analysis of RTC traffic, In: COMPUTER NETWORKS, pp. 108637, ISSN: 1389-1286

    2021 publications


  1. Peter Benner, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Wil Schilders, Luís Miguel Silveira (2021 ) 1 Model order reduction: basic concepts and notation, In: Model Order Reduction. Volume 1: System- and Data-Driven Methods and Algorithms, pp. 1-14, ISBN: 9783110498967
  2. Stefano Grivet-Talocia, Luis Miguel Silveira (2021 ) 5 Post-processing methods for passivity enforcement, In: Model Order Reduction. Volume 1: System- and Data-Driven Methods and Algorithms, pp. 139-180, ISBN: 9783110498967
  3. 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...
  4. Marco Cipriano, Luca Colomba, Paolo Garza (2021 ) A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems, In: APPLIED SCIENCES, ISSN: 2076-3417
  5. Angelo Marguglio, Giuseppe Veneziano, Pietro Greco, Sven Jung, Robert Siegburg, Robert H., Schmitt, Simone Monaco, Daniele Apiletti, Nikolaos Nikolakis, Tania Cerquitelli, Enrico Macii (2021 ) A hybrid cloud-to-edge predictive maintenance platform, In: Predictive Maintenance in Smart Factories
  6. 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
  7. Marco De Stefano, Stefano Grivet-Talocia, Torben Wendt, Cheng Yang, Christian Schuster (2021 ) A Multi-Stage Adaptive Sampling Scheme for Passivity Characterization of Large-Scale Macromodels, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 471-484, ISSN: 2156-3950
  8. Marco De Stefano, Stefano Grivet-Talocia (2021 ) A Multivariate Adaptive Sampling Scheme for Passivity Characterization of Parameterized Macromodels, In: 2021 IEEE 25th Workshop on Signal and Power Integrity (SPI), pp. 1-3, ISBN: 978-1-6654-2388-5
  9. Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano (2021 ) A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow, In: NETWORK, pp. 247-260, ISSN: 2673-8732
  10. Vittorio Mazzia, Simone Angarano, Francesco Salvetti, Federico Angelini, Marcello Chiaberge (2021 ) Action Transformer: A Self-Attention Model for Short-Time Pose-Based Human Action Recognition, In: PATTERN RECOGNITION, pp. 108487-108518, ISSN: 0031-3203
  11. M. Meo, D. Renga, Z. Umar (2021 ) Advanced Sleep Modes to comply with delay constraints in energy efficient 5G networks, In: 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), pp. 1-7, ISBN: 978-1-7281-8964-2
  12. Simone Cerrato, Diego Aghi, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge (2021 ) An Adaptive Row Crops Path Generator with Deep Learning Synergy, In: 2021 6th Asia-Pacific Conference on Intelligent Robot Systems (ACIRS), pp. 6-12, ISBN: 978-1-6654-4069-1
  13. E. Fevola, F. Ballarin, L. Jimenez-Juan, S. Fremes, S. Grivet-Talocia, G. Rozza, P. Triverio (2021 ) An optimal control approach to determine resistance-type boundary conditions from in-vivo data for cardiovascular simulations, In: INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING, pp. e3516, ISSN: 2040-7939
  14. C. Yang, T. Wendt, M. De Stefano, M. Kopf, C. Becker, S. Grivet-Talocia, C. Schuster (2021 ) Analysis and Optimization of Nonlinear Diode Grids for Shielding of Enclosures With Apertures, In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, pp. 1884-1895, ISSN: 0018-9375
  15. 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
  16. Simone Monaco, Salvatore Greco, Alessandro Farasin, Luca Colomba, Daniele Apiletti, Paolo Garza, Tania Cerquitelli, Elena Baralis (2021 ) Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction, In: APPLIED SCIENCES, ISSN: 2076-3417
  17. Rodolfo Valentim, Idilio Drago, Martino Trevisan, Federico Cerutti, Marco Mellia (2021 ) Augmenting phishing squatting detection with GANs, In: CoNEXT-SW'21: Proceedings of the CoNEXT Student Workshop, pp. 3-4, ISBN: 9781450391337
  18. Elisa Fevola, Francesco Ballarin, Laura Jimenez-Jua, Piero Triverio, Stefano Grivet Talocia, Gianlugi Rozza (2021 ) Automated Estimation of Patient-Specific Boundary Conditions for Cardiovascular Simulations: an Optimal Control Approach
  19. Leonardo Tolomei, Stefano Fiorini, Alessandro Ciociola, Luca Vassio, Danilo Giordano, Marco Mellia (2021 ) Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach, In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), pp. 3170-3175, ISBN: 978-1-7281-9142-3
  20. Tommaso Bradde, Alessandro Zanco, Stefano Grivet-Talocia (2021 ) Bivariate Macromodeling with Passivity Constraints, In: 2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-3, ISBN: 978-1-6654-4269-5
  21. N. Zincir-Heywood, M. Mellia, Y. Diao (2021 ) Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
  22. Paolo Manfredi, Stefano Grivet-Talocia (2021 ) Compressed stochastic macromodeling of electrical systems via rational polynomial chaos and principal component analysis, In: Proceedings of the 2021 Asia-Pacific International Symposium on Electromagnetic Compatibility (APEMC 2021), pp. 1-3, ISBN: 978-1-7281-7621-5
  23. Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben Houidi, Dario Rossi (2021 ) DarkVec: automatic analysis of darknet traffic with word embeddings, In: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies, pp. 76-89, ISBN: 9781450390989
  24. Matteo Corain, Paolo Garza, Abolfazl Asudeh (2021 ) DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets, In: Titolo volume non avvalorato, pp. 37-48, ISBN: 978-1-7281-9184-3
  25. 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
  26. Diego Aghi, Simone Cerrato, Vittorio Mazzia, Marcello Chiaberge (2021 ) Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows, In: 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 3421-3428, ISBN: 978-1-6654-1714-3
  27. 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
  28. Maria Ferrara, Francesco Della Santa, Matteo Bilardo, Alessandro De Gregorio, Antonio Mastropietro, Ulderico Fugacci, Francesco Vaccarino, Enrico Fabrizio (2021 ) Design optimization of renewable energy systems for NZEBs based on deep residual learning, In: RENEWABLE ENERGY, pp. 590-605, ISSN: 0960-1481
  29. 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
  30. Torben Wendt, Cheng Yang, Christian Schuster, Marco De Stefano, Stefano Grivet-Talocia (2021 ) Distributed Nonlinear Shielding in Power Delivery Networks on Printed Circuit Boards, In: 2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-3, ISBN: 978-1-6654-4269-5
  31. Mauro Martini, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge (2021 ) Domain-Adversarial Training of Self-Attention-Based Networks for Land Cover Classification Using Multi-Temporal Sentinel-2 Satellite Imagery, In: REMOTE SENSING, pp. 2564, ISSN: 2072-4292
  32. Tommaso Rescio, Thomas Favale, Francesca Soro, Marco Mellia, Idilio Drago (2021 ) DPI Solutions in Practice: Benchmark and Comparison, In: 2021 IEEE Security and Privacy Workshops (SPW), pp. 37-42
  33. Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge (2021 ) Efficient-CapsNet: capsule network with self-attention routing, In: SCIENTIFIC REPORTS, ISSN: 2045-2322
  34. Tania Cerquitelli, Francesco Ventura, Daniele Apiletti, Elena Baralis, Enrico Macii, Massimo Poncino (2021 ) Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 115269, ISSN: 0957-4174
  35. Edoardo Fassio, Alessandro Ciociola, Danilo Giordano, Michel Noussan, Luca Vassio, Marco Mellia (2021 ) Environmental and Economic Comparison of ICEV and EV in Car Sharing, In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) ​, pp. 1621-1626, ISBN: 978-1-7281-9142-3
  36. A. Baker, I. Biazzo, A. Braunstein, G. Catania, L. Dall'Asta, A. Ingrosso, F. Krzakala, F. Mazza, M. Mezard, A. P. Muntoni, M. Refinetti, S. S. Mannelli, L. Zdeborova (2021 ) Epidemic mitigation by statistical inference from contact tracing data, In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, pp. e2106548118, ISSN: 0027-8424
  37. Alfredo Braunstein, Thomas Gueudre, Andrea Pagnani, Mirko Pieropan (2021 ) Expectation propagation on the diluted Bayesian classifier, In: PHYSICAL REVIEW. E, ISSN: 2470-0045
  38. T. Bradde, S. Grivet-Talocia, P. Leite Correia de Toledo, A. V. Proskurnikov, A. Zanco, G. C. Calafiore, P. Crovetti (2021 ) Fast Simulation of Analog Circuit Blocks under Nonstationary Operating Conditions, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1355-1368, ISSN: 2156-3950
  39. P. Manfredi, S. Grivet-Talocia (2021 ) Fast Stochastic Surrogate Modeling via Rational Polynomial Chaos Expansions and Principal Component Analysis, In: IEEE ACCESS, pp. 102732-102745, ISSN: 2169-3536
  40. Tommaso Bradde, Samuel Chevalier, Marco De Stefano, Stefano Grivet Talocia, Luca Daniel (2021 ) Handling Initial Conditions in Vector Fitting for Real Time Modeling of Power System Dynamics, In: ENERGIES, pp. 2471, ISSN: 1996-1073
  41. 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
  42. A. Khorrami Chokami, M. Gasparini, R. Merletti (2021 ) Identification of periodic bursts in surface EMG: Applications to the erector spinae muscles of sitting violin players, In: BIOMEDICAL SIGNAL PROCESSING AND CONTROL, pp. 102369, ISSN: 1746-8094
  43. 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
  44. Danilo Giordano, Marco Mellia, Tania Cerquitelli (2021 ) K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm, In: ELECTRONICS, pp. 1166, ISSN: 2079-9292
  45. Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino (2021 ) Layer-wise relevance propagation for backbone identification in discrete fracture networks, In: JOURNAL OF COMPUTATIONAL SCIENCE, pp. 101458, ISSN: 1877-7503
  46. D. Valsesia, G. Fracastoro, E. Magli (2021 ) Learning Localized Representations of Point Clouds with Graph-Convolutional Generative Adversarial Networks, In: IEEE TRANSACTIONS ON MULTIMEDIA, pp. 402-414, ISSN: 1520-9210
  47. F. Pistilli, G. Fracastoro, D. Valsesia, E. Magli (2021 ) Learning Robust Graph-Convolutional Representations for Point Cloud Denoising, In: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, pp. 402-414, ISSN: 1932-4553
  48. M. La Quatra, L. Cagliero, E. Baralis (2021 ) Leveraging full-text article exploration for citation analysis, In: SCIENTOMETRICS, ISSN: 0138-9130
  49. S. Berrone, Francesco Della Santa, S. Pieraccini, F. Vaccarino (2021 ) Machine learning for flux regression in discrete fracture networks, In: GEM, ISSN: 1869-2672
  50. Martino Trevisan, Danilo Giordano, Idilio Drago, Ali Safari Khatouni (2021 ) Measuring HTTP/3: Adoption and Performance, In: Proceedings of the 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), pp. 1-8, ISBN: 978-1-6654-3590-1
  51. Andra Lutu, Martino Trevisan, Ali Safari Khatouni, Anna Maria Mandalari, Ana Custura, Marco Mellia, Ozgu Alay, Marcelo Bagnulo, Vaibhav Bajpai, Anna Brunstrom, Jorg Ott, Godred Fairhurst (2021 ) Measuring Roaming in Europe: Infrastructure and Implications on Users QoE, In: IEEE TRANSACTIONS ON MOBILE COMPUTING, pp. 1-15, ISSN: 1536-1233
  52. Benner Peter, Stefano Grivet Talocia, Quarteroni Alfio, Rozza Gianluigi, Schilders Wil, Luis Miguel Silveira (2021 ) Model Order Reduction. Volume 1: System- and Data-Driven Methods and Algorithms
  53. Benner Peter, Stefano Grivet Talocia, Quarteroni Alfio, Rozza Gianluigi, Schilders Wil, Luís Miguel Silveira (2021 ) Model Order Reduction. Volume 2: Snapshot-Based Methods and Algorithms
  54. Benner Peter, Stefano Grivet Talocia, Quarteroni Alfio, Rozza Gianluigi, Schilders Wil, Luís Miguel Silveira (2021 ) Model Order Reduction. Volume 3: Applications
  55. Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago (2021 ) On the dynamics of political discussions on Instagram: A network perspective, In: ONLINE SOCIAL NETWORKS AND MEDIA, pp. 100155, ISSN: 2468-6964
  56. 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
  57. Nur Zincir‐Heywood, Marco Mellia, Yixin Diao (2021 ) Overview of Artificial Intelligence and Machine Learning, In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, pp. 19-32, ISBN: 9781119675501, 97...
  58. Marco Mellia, Nur Zincir‐Heywood, Yixin Diao (2021 ) Overview of Network and Service Management, In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, pp. 1-18, ISBN: 9781119675501, 97...
  59. Alessandro De Gregorio, Marco Guerra, Sara Scaramuccia, Francesco Vaccarino (2021 ) Parallel decomposition of persistence modules through interval bases
  60. 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
  61. Marilisa Montemurro, Elena Grassi, Carmelo Gabriele Pizzino, Andrea Bertotti, Elisa Ficarra, Gianvito Urgese (2021 ) PhyliCS: a Python library to explore scCNA data and quantify spatial tumor heterogeneity, In: BMC BIOINFORMATICS, pp. 1-21, ISSN: 1471-2105
  62. Peter Benner, Stefano Grivet-Talocia, Alfio Quarteroni, Gianluigi Rozza, Wil Schilders, Luìs Miguel Silveira Magdeburg (2021 ) Preface to the first volume of Model Order Reduction
  63. 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
  64. Silvia Buccafusco, Andrea Megaro, Luca Cagliero, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti (2021 ) Profiling industrial vehicle duties using CAN bus signal segmentation and clustering, In: Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, pp. 1-6, ISBN: 978-3-89318-084-4
  65. Stefano Berrone, Andrea Borio, Alessandro D'Auria (2021 ) Refinement strategies for polygonal meshes applied to adaptive VEM discretization, In: FINITE ELEMENTS IN ANALYSIS AND DESIGN, pp. 103502, ISSN: 0168-874X
  66. Claudia Landi, Sara Scaramuccia (2021 ) Relative-perfectness of discrete gradient vector fields and multi-parameter persistent homology, In: JOURNAL OF COMBINATORIAL OPTIMIZATION, ISSN: 1382-6905
  67. Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia (2021 ) RL-IoT: Reinforcement Learning to Interact with IoT Devices, In: Titolo volume non avvalorato, pp. 1-6, ISBN: 978-1-6654-3156-9
  68. 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
  69. 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...
  70. A. Zanco, T. Bradde, M. De Stefano, S. Grivet-Talocia, G. Hoehne, P. Brenner (2021 ) Structured black-box parameterized macromodels of integrated passive components, In: IEEE MTT-S International Microwave Symposium Digest, pp. 5-8, ISBN: 978-1-6654-0307-8
  71. Moreno La Quatra, Luca Cagliero, Elena Maria Baralis, Alberto Messina, Maurizio Montagnuolo (2021 ) Summarize Dates First: A Paradigm Shift in Timeline Summarization, In: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021, Virtual, Online, 11 July 2021 - 15 July 2021, 170067, pp. 418-427, ISBN: 978-145038037-9
  72. Francesco Vaccarino (2021 ) Symmetric products, linear representations and trace identities, In: BEITRAGE ZUR ALGEBRA UND GEOMETRIE, ISSN: 0138-4821
  73. Luca Vassio, Michele Garetto, Carla Fabiana Chiasserini, Emilio Leonardi (2021 ) Temporal Dynamics of Posts and User Engagement of Influencers on Facebook and Instagram, In: 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
  74. Fei Guo, Kemal Aygun, W. Dale Becker, Stefano Grivet Talocia, Jose A. Hejase, Wui-Weng Wong, Tingdong Zhou, Heidi Barnes, Zhen Peng, Alexander Pelger, Mohamed Sahouli, Jose Schutt-Aine, Feng Ling, Elmar Griese, Pavel Roy Paladhi, Rohit Sharma, Nam Pham, Thomas-Michael Winkel, Evan Fledell, Michael J. Hill, Benjamin Silva, Hu Kaisheng, Jonatan Aronsson, Chang Liu, Yiru Jeong, Ali E. Yilmaz (2021 ) The IEEE EPS Packaging Benchmark Suite, In: 2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-4, ISBN: 978-1-6654-4269-5
  75. Francesca Soro, Thomas Favale, Danilo Giordano, Luca Vassio, Zied Ben Houidi, Idilio Drago (2021 ) The New Abnormal: Network Anomalies in the AI Era, In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, pp. 261-288, ISBN: 9781119675501, 97...
  76. Federico Battiston, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz de Arruda, Benedetta Franceschiello, Iacopo Iacopini, Sonia Kéfi, Vito Latora, Yamir Moreno, Micah M. Murray, Tiago P. Peixoto, Francesco Vaccarino, Giovanni Petri (2021 ) The physics of higher-order interactions in complex systems, In: NATURE PHYSICS, pp. 1093-1098, ISSN: 1745-2473
  77. A. Zanco, S. Grivet-Talocia (2021 ) Towards fully automated high-dimensional parameterized macromodeling, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1402-1416, ISSN: 2156-3950
  78. 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
  79. Andrea Morichetta, Martino Trevisan, Luca Vassio, Julia Krickl (2021 ) Understanding web pornography usage from traffic analysis, In: COMPUTER NETWORKS, ISSN: 1389-1286
  80. 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
  81. 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...
  82. Pinky Kumawat, Cristina Pronello (2021 ) Validating Italian General Ecological Behaviour Questionnaire of Travellers Using Dichotomous Rasch Model, In: SUSTAINABILITY, pp. 1-25, ISSN: 2071-1050
  83. 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
  84. 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...
  85. 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. Marco Civera, Stefano Grivet-Talocia, Cecilia Surace, Luca Zanotti Fragonara (2020 ) A generalised power-law formulation for the modelling of damping and stiffness nonlinearities, In: MECHANICAL SYSTEMS AND SIGNAL PROCESSING, pp. 1-21, ISSN: 0888-3270
  4. T. Wendt, C. Yang, D. Bruns H., S. Grivet-Talocia, C. Schuster (2020 ) A Macromodeling-Based Hybrid Method for the Computation of Transient Electromagnetic Fields Scattered by Nonlinearly Loaded Metal Structures, In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, pp. 1098-1110, ISSN: 0018-9375
  5. A. Zanco, S. Grivet-Talocia (2020 ) A mesh-free adaptive parametric macromodeling strategy with guaranteed stability, In: Proceedings of the 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, EMC EUROPE 2020, pp. 1-6, ISBN: 978-1-7281-5579-1
  6. 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
  7. Stefano Ballesio, Fabio Castiglione, Enrico Fabrizio, Antonio Mastropietro (2020 ) A Reinforced Learning (RL) algorithm for optimal control of HVAC: Comparison with a standard PI control for the supermarket DOE reference building, In: Proceedings of Building Simulation 2019: the 16th Conference of IBPSA, pp. 1412-1419, ISBN: 978-1-7750520-1-2
  8. P. Mozgunov, M. Gasparini, T. Jaki (2020 ) A surface-free design for phase I dual-agent combination trials, In: STATISTICAL METHODS IN MEDICAL RESEARCH, pp. 3093-3109, ISSN: 0962-2802
  9. 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
  10. 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
  11. 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
  12. 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
  13. STEFANO BERRONE, ALESSANDRO D'AURIA, STEFANO SCIALO' (2020 ) An optimization approach for flow simulations in poro-fractured media with complex geometries
  14. 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
  15. 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...
  16. Tommaso Bradde, Stefano Grivet-Talocia, Giuseppe C. Calafiore, Anton V. Proskurnikov, Zohaib Mahmood, Luca Daniel (2020 ) Bounded Input Dissipativity of Linearized Circuit Models, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, pp. 2064-2077, ISSN: 1549-8328
  17. 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
  18. 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
  19. 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...
  20. 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
  21. S. Scaramuccia, F. Iuricich, L. De Floriani, C. Landi (2020 ) Computing multiparameter persistent homology through a discrete Morse-based approach, In: COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS, pp. 101623, ISSN: 0925-7721
  22. Daniele Apiletti, Eliana Pastor (2020 ) Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining, In: ELECTRONICS, ISSN: 2079-9292
  23. 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
  24. 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
  25. 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
  26. D. Valsesia, G. Fracastoro, E. Magli (2020 ) Deep Graph-Convolutional Image Denoising, In: IEEE TRANSACTIONS ON IMAGE PROCESSING, pp. 8226-8237, ISSN: 1057-7149
  27. 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
  28. 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
  29. A. Bordone Molini, D. Valsesia, G. Fracastoro, E. Magli (2020 ) DeepSUM: Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images, In: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, pp. 3644-3656, ISSN: 0196-2892
  30. Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli (2020 ) DeepSUM++: Non-local Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images, In: International Geoscience and Remote Sensing Symposium (IGARSS)
  31. Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino (2020 ) Discrete Fracture Network insights by eXplainable AI
  32. 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
  33. 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
  34. 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
  35. 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
  36. I. Biazzo, A. Ramezanpour (2020 ) Efficiency and irreversibility of movements in a city, In: SCIENTIFIC REPORTS, pp. 4334, ISSN: 2045-2322
  37. 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
  38. Alessandro Zanco, Stefano Grivet-Talocia, Tommaso Bradde, Marco De Stefano (2020 ) Enforcing passivity of parameterized LTI macromodels via Hamiltonian-driven multivariate adaptive sampling, In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, pp. 225-238, ISSN: 0278-0070
  39. Martino Trevisan, Ali Safari Khatouni, Danilo Giordano (2020 ) ERRANT: Realistic Emulation of Radio Access Networks, In: COMPUTER NETWORKS, ISSN: 1389-1286
  40. D. Apiletti, E. Pastor, R. Callà, E. Baralis (2020 ) Evaluating espresso coffee quality by means of time-series feature engineering, In: CEUR Workshop Proceedings
  41. 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
  42. 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
  43. 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
  44. 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
  45. 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
  46. 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
  47. Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci, Giovanni Petri, Francesco Vaccarino (2020 ) Homological Scaffold via Minimal Homology Bases
  48. Alessandro Zanco, Stefano Grivet-Talocia (2020 ) Hyperparameter determination in multivariate macromodeling based on radial basis functions, In: 2020 IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-3, ISBN: 978-1-7281-6161-7
  49. 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
  50. Wojciech Chacholski, Alessandro De Gregorio, Nicola Quercioli, Francesca Tombari (2020 ) Landscapes of data sets and functoriality of persistent homology
  51. Francesca Pistilli, Giulia Fracastoro, Diego Valsesia, Enrico Magli (2020 ) Learning Graph-Convolutional Representations for Point Cloud Denoising, In: Proceedings of the European Conference on Computer Vision ECCV 2020
  52. Giuseppe Attanasio, Luca Cagliero, Elena Baralis (2020 ) Leveraging the explainability of associative classifiers to support quantitative stock trading, In: Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, pp. 1-6, ISBN: 9781450380300
  53. M. Floridia, D. Lagana, C. Mastroianni, M. Meo, D. Renga (2020 ) Load Management with Predictions of Solar Energy Production for Cloud Data Centers, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 8986-8990, ISBN: 978-1-5090-6631-5
  54. 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
  55. 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
  56. Andrea Morichetta (2020 ) Machine Learning and Big Data Approaches for Automatic Internet Monitoring
  57. 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
  58. L. Vassio, Z. -L. Zhang, D. Giordano, A. Chandra (2020 ) Message from the organizers of WAIN, In: PERFORMANCE EVALUATION REVIEW, pp. 28-28, ISSN: 0163-5999
  59. 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
  60. 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
  61. 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
  62. 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...
  63. D. Valsesia, G. Fracastoro, E. Magli (2020 ) NIR image colorization with graph-convolutional neural networks, In: 2020 IEEE International Conference on Visual Communications and Image Processing, VCIP 2020, pp. 451-454, ISBN: 978-1-7281-8068-7
  64. 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
  65. T. Bradde, S. Grivet-Talocia, G. C. Calafiore, A. V. Proskurnikov, Z. Mahmood, L. Daniel (2020 ) On Dissipativity Conditions for Linearized Models of Locally Active Circuit Blocks, In: 2020 IEEE 29th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-3, ISBN: 978-1-7281-6161-7
  66. 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
  67. Alessandro De Gregorio, Ulderico Fugacci, Facundo Memoli, Francesco Vaccarino (2020 ) On the notion of weak isometry for finite metric spaces
  68. A. P. Couto Da Silva, D. Renga, M. Meo, M. Ajmone Marsan (2020 ) On the Use of Small Solar Panels and Small Batteries to Reduce the RAN Carbon Footprint, In: 2020 Mediterranean Communication and Computer Networking Conference, MedComNet 2020, pp. 1-8, ISBN: 978-1-7281-6248-5
  69. Francesca Pistilli, Giulia Fracastoro, Diego Valsesia, Enrico Magli (2020 ) Point Cloud Normal Estimation with Graph-Convolutional Neural Networks, In: 2020 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), pp. 1-6, ISBN: 978-1-7281-1485-9
  70. 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
  71. Jacopo Fior, Luca Cagliero, Paolo Garza (2020 ) Price Series Cross-Correlation Analysis to Enhance the Diversification of Itemset-based Stock Portfolios, In: Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, DSMM 2020, In conjunction with the ACM SIGMOD/PODS Conference, pp. 1-6, ISBN: 9781450380300
  72. Greta Vallero, Daniela Renga, Michela Meo, Marco Ajmone Marsan (2020 ) Processing ANN Traffic Predictions for RAN Energy Efficiency, In: Proceedings of the 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, pp. 235-244, ISBN: 9781450381178
  73. 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
  74. 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
  75. F. Soro, M. Mellia, N. Russo (2020 ) Regular pattern and anomaly detection on corporate transaction time series, In: CEUR Workshop Proceedings
  76. Michela Meo, Daniela Renga (2020 ) Renewable energy-enabled wireless networks, In: Green Communications for Energy-Efficient Wireless Systems and Networks, ISBN: 9781839530685
  77. 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
  78. Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Paolo Garza, Elena Maria Baralis (2020 ) Severity Classification of Deep Learning U-Nets from Satellite Images
  79. Lia Morra, Francesco Manigrasso, Fabrizio Lamberti (2020 ) SoccER: Computer graphics meets sports analytics for soccer event recognition, In: SOFTWAREX, ISSN: 2352-7110
  80. 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
  81. 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
  82. 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
  83. Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli (2020 ) Towards Deep Unsupervised SAR Despeckling with Blind-Spot Convolutional Neural Networks, In: International Geoscience and Remote Sensing Symposium, IGARSS 2020
  84. 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
  85. 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
  86. Alessandro Zanco, Stefano Grivet-Talocia, Tommaso Bradde, Marco De Stefano (2020 ) Uniformly Stable Parameterized Macromodeling through Positive Definite Basis Funtions, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1782-1794, ISSN: 2156-3950
  87. 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
  88. 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. E. Fevola, A. Zanco, S. Grivet-Talocia, T. Bradde, M. De Stefano (2019 ) A 3D passivity-based adaptive algorithm for automated parameterized macromodeling of electromagnetic structures, In: Proceedings of the 2019 21st International Conference on Electromagnetics in Advanced Applications, ICEAA 2019, pp. 22-25, ISBN: 978-1-7281-0563-5
  3. 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
  4. 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
  5. 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
  6. H. A. H. Hassan, D. Renga, M. Meo, L. Nuaymi (2019 ) A Novel Energy Model for Renewable Energy-Enabled Cellular Networks Providing Ancillary Services to the Smart Grid, In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, pp. 381-396, ISSN: 2473-2400
  7. Yi Qing Xiao, Stefano Grivet-Talocia, Paolo Manfredi, Roni Khazaka (2019 ) A Novel Framework for Parametric Loewner Matrix Interpolation, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 2404-2417, ISSN: 2156-3950
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. E. Fevola, A. Zanco, S. Grivet-Talocia, T. Bradde, M. De Stefano (2019 ) An Adaptive Algorithm for Fully Automated Extraction of Passive Parameterized Macromodels, In: 2019 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization, NEMO 2019, pp. 1-4, ISBN: 978-1-5386-9516-6
  14. Elisa Fevola, Alessandro Zanco, Stefano Grivet-Talocia, Tommaso Bradde, Marco De Stefano (2019 ) An Adaptive Sampling Process for Automated Multivariate Macromodeling Based on Hamiltonian-Based Passivity Metrics, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1698-1711, ISSN: 2156-3950
  15. 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
  16. Lia Morra, Silvia Delsanto, Loredana Correale (2019 ) Artificial Intelligence in Medical Imaging. From Theory to Clinical Practice
  17. 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
  18. Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, ELENA MARIA Baralis (2019 ) Automating concept-drift detection by self-evaluating predictive model degradation
  19. LIA MORRA, FABRIZIO LAMBERTI (2019 ) Benchmarking unsupervised near-duplicate image detection, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 313-326, ISSN: 0957-4174
  20. Martino Trevisan (2019 ) Big Data for Traffic Monitoring and Management
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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...
  29. Andrea Morichetta, Marco Mellia (2019 ) Clustering and evolutionary approach for longitudinal web traffic analysis, In: PERFORMANCE EVALUATION, pp. 102033, ISSN: 0166-5316
  30. 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
  31. 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...
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. Claudio Siviero, Riccardo Trinchero, Stefano Grivet-Talocia, Igor S. Stievano, Gianni Signorini, Mihai Telescu (2019 ) Constructive Signal Approximations for Fast Transient Simulation of Coupled Channels, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 2087-2096, ISSN: 2156-3950
  39. 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
  40. 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
  41. 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...
  42. 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
  43. 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
  44. D. Renga, M. Meo (2019 ) Dimensioning Renewable Energy Systems to Power Mobile Networks, In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, pp. 366-380, ISSN: 2473-2400
  45. 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
  46. T. Bradde, P. Toledo, M. De Stefano, A. Zanco, S. Grivet-Talocia, P. Crovetti (2019 ) Enabling fast power integrity transient analysis through parameterized small-signal macromodels, In: 2019 International Symposium on Electromagnetic Compatibility - EMC EUROPE, pp. 759-764, ISBN: 978-1-7281-0594-9
  47. Eliana Pastor, ELENA MARIA Baralis (2019 ) Enhancing Interpretability of Black Box Models by means of Local Rules
  48. 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
  49. 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
  50. 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
  51. 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
  52. 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.
  53. S. Berrone, A. D’Auria, F. Vicini (2019 ) Fast and robust flow simulations in discrete fracture networks with GPGPUs, In: GEM, ISSN: 1869-2672
  54. 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
  55. 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
  56. 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
  57. 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
  58. G. Vallero, D. Renga, M. Meo, M. A. Marsan (2019 ) Greener RAN operation through machine learning, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, ISSN: 1932-4537
  59. 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
  60. Alessandro Zanco, Stefano Grivet-Talocia (2019 ) High-Dimensional Parameterized Macromodeling with Guaranteed Stability, In: 2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-3, ISBN: 978-1-7281-4585-3
  61. M. Meo, D. Renga, M. T. Sarti (2019 ) Household users cooperation to reduce cost in green mobile networks, In: INTELEC, International Telecommunications Energy Conference (Proceedings), pp. 1-8, ISBN: 02750473
  62. Luca Vassio (2019 ) Human Behaviour on the Web: Evolution, Interactions and Exploitation, In: Titolo volume non avvalorato, pp. 3-4, ISBN: 9781450369039
  63. C. Pronello (2019 ) I servizi di mobilità condivisa (shared mobility services) e l’evoluzione tecnologica, In: POLITICHE PIEMONTE, pp. 24-30, ISSN: 2279-5030
  64. 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
  65. P. Manfredi, S. Grivet-Talocia (2019 ) Improved Stochastic Macromodeling of Electrical Circuits via Rational Polynomial Chaos Expansions, In: 2019 Joint International Symposium on Electromagnetic Compatibility, Sapporo and Asia-Pacific International Symposium on Electromagnetic Compatibility, EMC Sapporo/APEMC 2019, pp. 511-514, ISBN: 978-4-8855-2322-9
  66. 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
  67. 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...
  68. 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
  69. 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
  70. 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
  71. 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
  72. 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
  73. P. Mozgunov, T. Jaki, M. Gasparini (2019 ) Loss functions in restricted parameter spaces and their Bayesian applications, In: JOURNAL OF APPLIED STATISTICS, pp. 2314-2337, ISSN: 0266-4763
  74. 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
  75. 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
  76. 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
  77. T. Wendt, C. Yang, C. Schuster, S. Grivet-Talocia (2019 ) Numerical complexity study of solving hybrid multiport field-circuit problems for diode grids, In: Proceedings of the 2019 21st International Conference on Electromagnetics in Advanced Applications, ICEAA 2019, pp. 90-93, ISBN: 978-1-7281-0563-5
  78. A. Zanco, S. Grivet-Talocia, T. Bradde, M. De Stefano (2019 ) On stabilization of parameterized macromodeling, In: 2019 IEEE 23rd Workshop on Signal and Power Integrity, SPI 2019 - Proceedings, pp. 1-4, ISBN: 978-1-5386-8342-2
  79. Giuseppe Siracusano, Martino Trevisan, Roberto Gonzalez, Roberto Bifulco (2019 ) On the Application of NLP to Discover Relationships between Malicious Network Entities
  80. Martino Trevisan, Idilio Drago, Marco Mellia (2019 ) PAIN: A Passive Web Performance Indicator for ISPs, In: COMPUTER NETWORKS, pp. 115-126, ISSN: 1389-1286
  81. 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
  82. 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
  83. 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
  84. Thomas Favale, Marco Mellia, Idilio Drago, Martino Trevisan (2019 ) Privacy-preserving network monitoring at high-speed, In: ACM IMC 2019
  85. 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
  86. 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
  87. P. Manfredi, S. Grivet-Talocia (2019 ) Rational Polynomial Chaos Expansions for the Stochastic Macromodeling of Network Responses, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, pp. 225-234, ISSN: 1549-8328
  88. 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
  89. S. Berrone, A. Borio, F. Vicini (2019 ) Reliable a posteriori mesh adaptivity in discrete fracture network flow simulations, In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, pp. 904-931, ISSN: 0045-7825
  90. 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
  91. Lidia Sacchetto, Mauro Gasparini (2019 ) ROC curves with binary multivariate data, In: CLADAG 2019 Book of Short Papers, pp. 420-423, ISBN: 978-88-8317-108-6
  92. 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
  93. A. P. Couto Da Silva, D. Renga, M. Meo, M. Ajmone Marsan (2019 ) Small Solar Panels Can Drastically Reduce the Carbon Footprint of Radio Access Networks, In: Proceedings of the 31st International Teletraffic Congress, ITC 2019, pp. 64-65, ISBN: 978-0-9883045-7-4
  94. Giuseppe Bianchi, Claudio Bianc, Mauro Boldi, Raffaele Bolla, Olivier Le Grand, Michela Meo, Joel Penhoat, Daniela Renga (2019 ) Sustainability, a Key Issue of 5G Network Ecosystem, In: The 5G Italy Book 2019: a Multiperspective View of 5G, pp. 59-92, ISBN: 9788832170030
  95. 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
  96. 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
  97. 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
  98. Stefano Berrone, MATIAS FERNANDO Benedetto, Andrea Borio, Sandra Pieraccini, Stefano Scialo' (2019 ) The Virtual Element Method for the Transport of Passive Scalars in Discrete Fracture Networks, In: Numerical Mathematics and Advanced Applications ENUMATH 2017, pp. 501-508, ISBN: 978-3-319-96414-0
  99. Paola F. Antonietti, Stefano Berrone, Marco Verani, Steffen Weißer (2019 ) The Virtual Element Method on Anisotropic Polygonal Discretizations, In: Numerical Mathematics and Advanced Applications ENUMATH 2017, pp. 725-733, ISBN: 978-3-319-96414-0...
  100. 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
  101. 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
  102. 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
  103. 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
  104. 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
  105. 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
  106. 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
  107. C. Pronello (2019 ) Validation of a unidimensional and probabilistic measurement scale for proenvironmental behaviour by travellers, In: TRANSPORTATION, ISSN: 0049-4488
  108. 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
  109. 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. C. Siviero, I. S. Stievano, S. Grivet-Talocia, G. Signorini, M. Telescu (2018 ) A Fast Channel Simulation Framework Based on Hierarchical Waveform Representations, In: 2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 141-143, ISBN: 978-1-5386-9303-2...
  4. M. De Stefano, S. Grivet-Talocia, T. Bradde, A. Zanco (2018 ) A Framework for the Generation of Guaranteed Stable Small-Signal Bias-Dependent Behavioral Models, In: 2018 13th European Microwave Integrated Circuits Conference (EuMIC), pp. 142-145, ISBN: 978-2-87487-052-1
  5. T. Bradde, S. Grivet-Talocia, M. De Stefano, A. Zanco (2018 ) A Scalable Reduced-Order Modeling Algorithm for the Construction of Parameterized Interconnect Macromodels from Scattering Responses, In: 2018 IEEE Symposium on Electromagnetic Compatibility, Signal Integrity and Power Integrity (EMC, SI & PI), pp. 650-655, ISBN: 978-1-5386-6621-0
  6. 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
  7. Mauro Mangia, Fabio Pareschi, Valerio Cambareri, Riccardo Rovatti, Gianluca Setti (2018 ) Adapted Compressed Sensing for Effective Hardware Implementations
  8. 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
  9. 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
  10. 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
  11. 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
  12. Stefano Berrone, Andrea Bonito, Rob Stevenson, Marco Verani (2018 ) An optimal adaptive fictitious domain method, In: MATHEMATICS OF COMPUTATION, pp. 1-33, ISSN: 1088-6842
  13. Luca Grassano, Guido Pagana, Marco Daperno, Enrico Bibbona, Mauro Gasparini (2018 ) Asymptotic distributions of kappa statistics and their differences with many raters, many rating categories and two conditions, In: BIOMETRICAL JOURNAL, pp. 146-154, ISSN: 0323-3847
  14. 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
  15. Stefano Grivet Talocia, Riccardo Trinchero (2018 ) Behavioral, Parameterized, and Broadband Modeling of Wired Interconnects with Internal Discontinuities, In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, pp. 77-85, ISSN: 0018-9375
  16. 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...
  17. Stefano Grivet-Talocia (2018 ) Bivariate macromodeling with guaranteed uniform stability and passivity, In: Electrical Performance of Electronic Packaging and Systems (EPEPS), 2017 IEEE 26th Conference on, pp. 1-3, ISBN: 978-1-5386-3631-2
  18. Sanda Lefteriu, Stefano Grivet-Talocia (2018 ) Broadband modeling of passive components via augmented equivalent circuit models, In: 2018 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), pp. 1-4, ISBN: 978-1-5386-5204-6
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. Muhammad Ali, Michela MEO, DANIELA RENGA (2018 ) Cost saving and ancillary service provisioning in green Mobile Networks, In: The Internet of Things for Smart Urban Ecosystems (IoT4SUE), ISBN: 9783319965499
  26. Luca Vassio (2018 ) Data Analysis and Modelling of Users’ Behaviour on the Web
  27. 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...
  28. 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
  29. Tommaso Bradde, Stefano Grivet-Talocia, Marco De Stefano, Alessandro Zanco (2018 ) Data-driven parameterized modeling of LTI systems with guaranteed stability
  30. Laura Lopez-Fuentes, Alessandro Farasin, Harald Skinnemoen, Paolo Garza (2018 ) Deep Learning Models for Passability Detection of Flooded Roads, In: Multimedia Benchmark Workshop 2018
  31. 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
  32. 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
  33. 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
  34. Daniela Renga, Hussein Al Haj Hassan, Michela Meo, Loutfi Nuaymi (2018 ) Energy management and Base Station on/off switching in green mobile networks for offering Ancillary Services, In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, pp. 868-880, ISSN: 2473-2400
  35. 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
  36. 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
  37. Mohamed Toure, Stefano Grivet-Talocia, Flavio G. Canavero, Florent Robert, Francoise Paladian, Mohamed Bensetti, Laurent Dufour (2018 ) Fast and Accurate Modeling Methodology Using Passive Macromodeling Techniques, In: 2018 International Symposium on Electromagnetic Compatibility (EMC EUROPE), pp. 539-544, ISBN: 978-1-4673-9698-1
  38. 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
  39. 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
  40. Daniela Renga (2018 ) Green Mobile Networks: from self-sustainability to enhanced interaction with the Smart Grid
  41. Daniela Renga (2018 ) Greener and cheaper mobile communication: let the sunshine in, In: Proceedings of IEEE Wireless Communications and Networking Conference 15-18 April 2018, Barcelona, Spain
  42. Pinky Kumawat (2018 ) High Prediction Accuracy and Low Error for ERP User Satisfaction by Hybrid of ANFIS and KNN Classification, In: Sandip Foundation's International Journal on Emerging Trends in Technology (IJETT), ISSN: 2455-0124
  43. 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
  44. 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
  45. 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
  46. 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
  47. 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
  48. Martino Trevisan, Idilio Drago, Marco Mellia (2018 ) Measuring Web Speed From Passive Traces
  49. 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
  50. Flavio Giobergia, Elena Baralis, Maria Camuglia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti (2018 ) Method and System for Predicting System Status
  51. 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
  52. 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
  53. C. Pronello, J. B. Gaborieau (2018 ) My-Moby: a customer oriented tool to support integrated transport and resilient communities
  54. Mario Iannaccone, Gaëlle Saint-Hilary, Davide Menardi, Paolo Vadalà, Alessandro Bernardi, Matteo Bianco, Antonio Montefusco, Pierluigi Omedè, Salvatore D'Amico, Fabio Piazza, Paolo Scacciatella, Maurizio D'Amico, Claudio Moretti, Giuseppe Biondi-Zoccai, Mauro Gasparini, Fiorenzo Gaita, Fabrizio D'Ascenzo (2018 ) Network meta-analysis of studies comparing closure devices for femoral access after percutaneous coronary intervention, In: JOURNAL OF CARDIOVASCULAR MEDICINE, pp. 1, ISSN: 1558-2027
  55. M. De Stefano, S. Grivet-Talocia, T. Bradde, A. Zanco (2018 ) On Automated Generation of Behavioral Parameterized Macromodels. Part II: SPICE Equivalents and Applications
  56. 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
  57. Stefano Berrone, Stefano Scialo', Fabio Vicini (2018 ) Parallel meshing, discretization and computation of flow in massive Discrete Fracure Networks
  58. 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
  59. Gaelle Saint-Hilary, Valentine Barboux, Matthieu Pannaux, Mauro Gasparini, Veronique Robert, Gianluca Mastrantonio (2018 ) Predictive probability of success using surrogate endpoints, In: STATISTICS IN MEDICINE, ISSN: 0277-6715
  60. 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
  61. 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
  62. 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
  63. D. Lagana, C. Mastroianni, M. Meo, D. Renga (2018 ) Reducing the operational cost of cloud data centers through renewable energy, In: ALGORITHMS, pp. 145, ISSN: 1999-4893
  64. Martino Trevisan, Idilio Drago (2018 ) Robust URL Classification With Generative Adversarial Networks, In: PERFORMANCE EVALUATION REVIEW, pp. 143-146, ISSN: 0163-5999
  65. 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
  66. Marco Ajmone Marsan, Ana Paula Couto da Silva, Michela Meo, Daniela Renga (2018 ) Sharing renewable energy in a network sharing context, In: Proceedings of IEEE Wireless Communications and Networking Conference 15-18 April 2018, Barcelona, Spain, pp. 1-6, ISBN: 978-1-5386-1734-2
  67. 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
  68. 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
  69. 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
  70. 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
  71. 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
  72. 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
  73. 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
  74. 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
  75. S. Berrone, A. Borio, G. Manzini (2018 ) SUPG stabilization for the nonconforming virtual element method for advection–diffusion–reaction equations, In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, pp. 500-529, ISSN: 0045-7825
  76. 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
  77. Sanda Lefteriu, Stefano Grivet-Talocia (2018 ) Topological Fitting: broadband modeling of passive components via augmented equivalent circuit models, In: 9th Vienna International Conference on Mathematical Modelling, pp. 451-456
  78. 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
  79. 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
  80. 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
  81. 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
  82. 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
  83. 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. Stefano GRIVET TALOCIA (2017 ) A Perturbation Scheme for Passivity Verification and Enforcement of Parameterized Macromodels, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1869-1881, ISSN: 2156-3950
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. W. Chacholski, Martina Scolamiero, Francesco Vaccarino (2017 ) Combinatorial presentation of multidimensional persistent homology, In: JOURNAL OF PURE AND APPLIED ALGEBRA, ISSN: 0022-4049
  11. Stefano Grivet Talocia, Elisa Fevola (2017 ) Compact Parameterized Black-Box Modeling via Fourier-Rational Approximations, In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, pp. 1133-1142, ISSN: 0018-9375
  12. 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
  13. Mauro Gasparini (2017 ) Contribution to the discussion of a critical evaluation of the current €˜p-value controversy€, In: BIOMETRICAL JOURNAL, pp. 882-883, ISSN: 0323-3847
  14. 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
  15. 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...
  16. 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
  17. 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
  18. 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
  19. Stefano Berrone, Sandra Pieraccini, Stefano Scialo' (2017 ) Flow simulations in porous media with immersed intersecting fractures, In: JOURNAL OF COMPUTATIONAL PHYSICS, pp. 768-791, ISSN: 0021-9991
  20. 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
  21. 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
  22. 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
  23. Fabrizio D’Ascenzo, Mario Iannaccone, Gaelle Saint-Hilary, Maurizio Bertaina, Stefanie Schulz-Schüpke, Cheol Wahn Lee, Alaide Chieffo, Gerard Helft, Sebastiano Gili, Umberto Barbero, Giuseppe Biondi Zoccai, Claudio Moretti, Fabrizio Ugo, Maurizio D’Amico, Roberto Garbo, Gregg Stone, Sara Rettegno, Pierluigi Omedè, Federico Conrotto, Christian Templin, Antonio Colombo, Seung-jung Park, Adnan Kastrati, David Hildick-Smith, Mauro Gasparini, Fiorenzo Gaita (2017 ) Impact of design of coronary stents and length of dual antiplatelet therapies on ischaemic and bleeding events: a network meta-analysis of 64 randomized controlled trials and 102 735 patients, In: EUROPEAN HEART JOURNAL, pp. 1-13, ISSN: 0195-668X
  24. Daniela Renga, Haj Hassan Hussein Al, Michela Meo, Nuaymi Loutfi (2017 ) Improving the interaction of a green mobile network with the smart grid, In: Communications (ICC), 2017 IEEE International Conference on
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. S. Berrone, S. Pieraccini, S. Scialò (2017 ) Non-stationary transport phenomena in networks of fractures: effective simulations and stochastic analysis, In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, pp. 1098-1112, ISSN: 0045-7825
  32. Alessandro De Gregorio (2017 ) On the set of optimal homeomorphisms for the natural pseudo-distance associated with the Lie group S1, In: TOPOLOGY AND ITS APPLICATIONS, pp. 187-195, ISSN: 0166-8641
  33. 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
  34. 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
  35. 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
  36. Stefano GRIVET TALOCIA (2017 ) Parameterized macromodels for EMC/EMI simulation of electrical interconnects, In: Electromagnetics in Advanced Applications (ICEAA), 2017 International Conference on, pp. 1847-1849, ISBN: 978-1-5090-4451-1...
  37. 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
  38. 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
  39. 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...
  40. 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
  41. 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
  42. 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
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