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Department of Computer Science and Engineering

Publications

  • Giorgio Visani, Enrico Bagli, Federico Chesani, OptiLIME: Optimized lime explanations for diagnostic computer algorithms, in: Stefan Conrad, Ilaria Tiddi, CIKMW2020 Proceeding of the CIKM 2020 Workshops, CEUR, «CEUR WORKSHOP PROCEEDINGS», 2020, 2699, pp. 1 - 9 (atti di: CIKM 2020, 29TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, Galway, Ireland (online), October 19-23, 2020) [Contribution to conference proceedings] Open Access

  • Gabriele Graffieti; Davide Maltoni, Towards Artifacts-free Image Defogging, in: 2020 25th International Conference on Pattern Recognition (ICPR), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION», 2020, pp. 5060 - 5067 (atti di: 25th International Conference on Pattern Recognition, ICPR 2020, Milano, 10-15 Gennaio 2021) [Contribution to conference proceedings] Open Access

  • Krasniqi, Filip; Elias, Jocelyne; Leguay, Jeremie; Redondi, Alessandro E. C., End-to-end Delay Prediction Based on Traffic Matrix Sampling, in: IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE, «IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS», 2020, pp. 774 - 779 (atti di: IEEE International Conference on Computer Communications (INFOCOM 2020) Workshops, Virtual Conference, 6-9 July 2020) [Contribution to conference proceedings] Open Access

  • Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L., Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node, in: 2020 IEEE Workshop on Signal Processing Systems (SiPS), Institute of Electrical and Electronics Engineers Inc., «IEEE WORKSHOP ON SIGNAL PROCESSING SYSTEMS», 2020, 2020-, pp. 1 - 6 (atti di: 34th IEEE Workshop on Signal Processing Systems, SiPS 2020, Coimbra, Portugal, 20-22 October 2020) [Contribution to conference proceedings] Open Access

  • Mendula, Matteo; Bellavista, Paolo, Interaction and Behaviour Evaluation for Smart Homes: Data Collection and Analytics in the ScaledHome Project, in: MSWiM '20: Proceedings of the 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, 2020, pp. 225 - 233 (atti di: MSWiM '20, Alicante, 16-20 novembre 2020) [Contribution to conference proceedings]

  • Asperti, Andrea, Variance Loss in Variational Autoencoders, in: Machine Learning, Optimization, and Data Science. LOD 2020., Springer, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2020, 12565, pp. 297 - 308 (atti di: Machine Learning, Optimization, and Data Science. LOD 2020., Certosa di Pontignano, Siena, Italy, July 19-23, 2020) [Contribution to conference proceedings] Open Access

  • De Filippo A.; Lombardi M.; Milano M., The blind men and the elephant: Integrated offline/online optimization under uncertainty, in: PROCEEDINGS OF THE TWENTY-NINTH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, International Joint Conferences on Artificial Intelligence, 2020, 2021-, pp. 4840 - 4846 (atti di: 29th International Joint Conference on Artificial Intelligence, IJCAI 2020, jpn, 2021) [Contribution to conference proceedings] Open Access

  • De Filippo A.; Lombardi M.; Milano M., Hybrid offline/online optimization under uncertainty, in: Frontiers in Artificial Intelligence and Applications, IOS Press BV, «FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS», 2020, 325, pp. 2899 - 2900 (atti di: 24th European Conference on Artificial Intelligence, ECAI 2020, including 10th Conference on Prestigious Applications of Artificial Intelligence, PAIS 2020, esp, 2020) [Contribution to conference proceedings] Open Access

  • Spezialetti, Riccardo; Salti, Samuele; Di Stefano, Luigi; Tombari, Federico, 3D Local Descriptors—from Handcrafted to Learned, in: 3D Imaging, Analysis and Applications, Cham, Springer, 2020, pp. 319 - 352 [Chapter or essay] Open Access

  • Floris, Alessandro; Girau, Roberto; Porcu, Simone; Pettorru, Giovanni; Atzori, Luigi, Implementation of a Magnetometer based Vehicle Detection System for Smart Parking applications, in: IEEE International Smart Cities Conference (ISC2), 2020, pp. 1 - 7 (atti di: IEEE International Smart Cities Conference (ISC2), Piscataway, NJ, USA, 28 September - 1 October) [Contribution to conference proceedings]

  • Roberto Girau; Matteo Anedda; Mauro Fadda; Massimo Farina; Alessandro Floris; Mariella Sole; Daniele giusto, Coastal Monitoring System based on Social Internet of Things Platform, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, pp. 1260 - 1272 [Scientific article] Open Access

  • Jawarneh I.M.A.; Bellavista P.; Corradi A.; Foschini L.; Montanari R., Spatially Representative Online Big Data Sampling for Smart Cities, in: IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD, Institute of Electrical and Electronics Engineers Inc., «... IEEE ... INTERNATIONAL WORKSHOP ON COMPUTER AIDED MODELING AND DESIGN OF COMMUNICATION LINKS AND NETWORKS», 2020, 2020-, pp. 1 - 6 (atti di: 25th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2020, ita, 2020) [Contribution to conference proceedings]

  • Feraudo A.; Yadav P.; Safronov V.; Popescu D.A.; Mortier R.; Wang S.; Bellavista P.; Crowcroft J., CoLearn: Enabling federated learning in MUD-compliant IoT edge networks, in: EdgeSys 2020 - Proceedings of the 3rd ACM International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2020, Association for Computing Machinery, 2020, pp. 25 - 30 (atti di: 3rd ACM International Workshop on Edge Systems, Analytics and Networking, in conjunction with ACM EuroSys 2020, grc, 2020) [Contribution to conference proceedings]

  • Herrera, Juan Luis; Bellavista, Paolo; Foschini, Luca; Galan-Jimenez, Jaime; Murillo, Juan M.; Berrocal, Javier, Meeting Stringent QoS Requirements in IIoT-based Scenarios, in: GLOBECOM 2020 - 2020 IEEE Global Communications Conference, «... IEEE GLOBAL COMMUNICATIONS CONFERENCE», 2020, pp. 1 - 6 (atti di: IEEE Conference and Exhibition on Global Telecommunications, GLOBECOM 2020, Online, Dicembre 2020) [Contribution to conference proceedings] Open Access

  • Jawarneh, Isam Mashhour Al; Bellavista, Paolo; Corradi, Antonio; Foschini, Luca; Montanari, Rebecca, Locality-Preserving Spatial Partitioning for Geo Big Data Analytics in Main Memory Frameworks, in: Proceedings of IEEE GlobeCom, 2020, pp. 1 - 6 (atti di: IEEE GLOBECOM 2020, Online, Dicembre 2020) [Contribution to conference proceedings]

  • Bellavista P.; Giannelli C.; Montenero D.D.P., Multi Layer Routing in SDN-enabled Fog Environments, in: IEEE International Conference on Communications, Institute of Electrical and Electronics Engineers Inc., «IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS», 2020, 2020-, pp. 1 - 7 (atti di: 2020 IEEE International Conference on Communications, ICC 2020, Convention Centre Dublin, irl, 2020) [Contribution to conference proceedings]

  • Bellavista P.; Penna R.D.; Foschini L.; Scotece D., Machine Learning for Predictive Diagnostics at the Edge: An IIoT Practical Example, in: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), Institute of Electrical and Electronics Engineers Inc., «IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS», 2020, pp. 1 - 7 (atti di: IEEE International Conference on Communications, ICC 2020, Convention Centre Dublin, irl, 07-11 June 2020) [Contribution to conference proceedings] Open Access

  • Venanzi R.; Montori F.; Bellavista P.; Foschini L., Industry 4.0 Solutions for Interoperability: A Use Case about Tools and Tool Chains in the Arrowhead Tools Project, in: Proceedings - 2020 IEEE International Conference on Smart Computing, SMARTCOMP 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 428 - 433 (atti di: 6th IEEE International Conference on Smart Computing, SMARTCOMP 2020, ita, 2020) [Contribution to conference proceedings] Open Access

  • Aguilar Igartua, Monica; Bellavista, Paolo; Loureiro, Antonio A.F.; Giannelli, Carlo, MSWiM'20: 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (Alicante, Spain, November 16-20, 2020), in: Proceedings of ACM MSWiM 2020, New York, ACM, 2020, pp. 1 - 4 [Brief introduction]

  • Ricci, Alessandro; Croatti, Angelo; Bordini, Rafael H.; Hübner, Jomi F.; Boissier, Olivier, Exploiting Simulation for MAS Development and Execution—The JaCaMo-Sim Approach, in: Engineering Multi-Agent Systems, Springer International Publishing, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2020, 12589, pp. 42 - 60 (atti di: EMAS: International Workshop on Engineering Multi-Agent Systems, Auckland, New Zealand, May 8–9, 2020) [Contribution to conference proceedings]