Pubblicazioni

Mendula, Matteo; Bellavista, Paolo, Energy-aware Edge Federated Learning for Enhanced Reliability and Sustainability, in: The Seventh ACM/IEEE Symposium on Edge Computing, 2022, pp. 1 - 6 (atti di: 2022 IEEE/ACM 7th Symposium on Edge Computing (SEC), Seattle, Washington, USA, 05-08 December 2022) [Contributo in Atti di convegno]

Montagna, S; Pengo, Mf; Ferretti, S; Borghi, C; Ferri, C; Grassi, G; Muiesan, Ml; Parati, G., Machine Learning in Hypertension Detection: A Study on World Hypertension Day Data., «JOURNAL OF MEDICAL SYSTEMS», 2022, 47, pp. 1 - 10 [Articolo in rivista] Open Access

Muhammad, K; Hussain, T; Ullah, H; Del Ser, J; Rezaei, M; Kumar, N; Hijji, M; Bellavista, P; de Albuquerque, VHC, Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks, «IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS», 2022, 23, pp. 22694 - 22715 [Articolo in rivista] Open Access

Braccini, Michele; Roli, Andrea; Kauffman, Stuart, A Novel Online Adaptation Mechanism in Artificial Systems Provides Phenotypic Plasticity, in: Artificial Life and Evolutionary Computation 15th Italian Workshop, WIVACE 2021, «COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE», 2022, 1722, pp. 121 - 132 (atti di: 15th International Workshop on Artificial Life and Evolutionary Computation, WIVACE 2021, Winterthur (ZH), Switzerland, 15-17 September 2021) [Contributo in Atti di convegno]

Mora, Alessio; Fantini, Davide; Bellavista, Paolo, Federated Learning Algorithms with Heterogeneous Data Distributions: An Empirical Evaluation, in: Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, IEEE, 2022, pp. 336 - 341 (atti di: 7th IEEE/ACM Symposium on Edge Computing (SEC 2022), Seattle, WA, USA, December 5-8, 2022) [Contributo in Atti di convegno]

Aguzzi, Gianluca; Casadei, Roberto; Pianini, Danilo; Viroli, Mirko, Dynamic Decentralization Domains for the Internet of Things, «IEEE INTERNET COMPUTING», 2022, 26, pp. 16 - 23 [Articolo in rivista] Open Access

Casadei, Roberto; Pianini, Danilo; Aguzzi, Gianluca; Audrito, Giorgio; Torta, Gianluca; Ottina, Marco; Damiani, Ferruccio; Viroli, Mirko, Towards Automated Engineering for Collective Adaptive Systems: Vision and Research Directions, in: 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), Los Alamos, CA, IEEE, 2022, pp. 1 - 6 (atti di: DASC/PiCom/CBDCom/CyberSciTech 2022, Falerna, Italy, September 13-15, 2022) [Contributo in Atti di convegno]

Aguzzi G.; Casadei R.; Viroli M., Machine Learning for Aggregate Computing: a Research Roadmap, in: 2022 IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW), New York, Institute of Electrical and Electronics Engineers Inc., 2022, pp. 119 - 124 (atti di: 42nd IEEE International Conference on Distributed Computing Systems Workshops, ICDCSW 2022, ita, 2022) [Contributo in Atti di convegno] Open Access

Elena Morotti; Elena Loli Piccolomini, Sparse Regularized CT Reconstruction: An Optimization Perspective, in: Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging, Liverpol, Ke Chen, 2022, pp. 1 - 34 [Capitolo/Saggio in libro]

Luca Giuliani, Allegra De Filippo, Andrea Borghesi, Paola Mello, Michela Milano, A Multi-modal Perspective for the Artistic Evaluation of Robotic Dance Performances, in: CREAI 2022, Workshop on Artificial Intelligence and Creativity, 2022, pp. 84 - 93 (atti di: Workshop on Artificial Intelligence and Creativity co-located with 21th International Conference of the Italian Association for Artificial Intelligence, Udine, 28 novembre 2022 - 3 dicembre 2022) [Contributo in Atti di convegno]

Paolo Ciaccia, Davide Martinenghi, Riccardo Torlone, Conceptual Constraints for Data Quality in Data Lakes, in: ITADATA2022: The 1st Italian Conference on Big Data and Data Science, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2022, 3340, pp. 111 - 122 (atti di: 1st Italian Conference on Big Data and Data Science (ITADATA 2022), Milan, Italy, September 20-21, 2022) [Contributo in Atti di convegno] Open Access

Daniele Rossi, Giacomo Tontini, Mauro Sgarzi, Claudio Guidi, Antonella Bellettini, Franco Callegati, Automated microservices deployment and dynamic traffic forwarding through 5G networks, in: International Conference on Microservices 2022, 2022, pp. 1 - 6 (atti di: International Conference on Microservices, Parigi, 10-12 May 2022) [Contributo in Atti di convegno]

maurilio pirone, mattia frapporti, niccolò cuppini, carlotta benvegnù, floriano milesi, Le frontiere del capitale. Come la nuova organizzazione logistica e il potere degli algoritmi hanno cambiato il mondo, Roma, Red Star Press Soc. Coop., 2022, pp. 260 . [Monografia/Trattato scientifico in forma di libro]

Maurilio Pirone, Mattia Frapporti, Floriano Milesi, Niccolò Cuppini, Carlotta Benvegnù, Platforms have the Power... and People can take it, Bologna, Alma Mater Studiorum Università di Bologna, 2022, pp. 88 . [Curatela]

Maurilio Pirone, Mattia Frapporti, Niccolò Cuppini, Platforms in Time of Pandemic, in: Digital Platforms and Algorithmic Subjectivities, London, University of Westminster Press, 2022, pp. 63 - 74 [Capitolo/Saggio in libro] Open Access

Carbonaro Antonella, Interpretability of AI Systems in Electronic Governance, in: Communications in Computer and Information Science, Springer Science and Business Media Deutschland GmbH, «COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE», 2022, 1666, pp. 109 - 116 (atti di: 1st International Conference on Electronic Governance with Emerging Technologies, EGETC 2022, mex, 2022) [Contributo in Atti di convegno]

Barbaresi M.; Roli A., Evolutionary Music: Statistical Learning and Novelty for Automatic Improvisation, in: Artificial Life and Evolutionary Computation, Cham, Springer, «COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE», 2022, 1722, pp. 172 - 183 (atti di: WIVACE 2021, Winterthur, September 15-17, 2021) [Contributo in Atti di convegno] Open Access

Malizia Enrico; Molinaro Cristian; Parisi Franceso, Guest Editorial: Reasoning with Inconsistent, Incomplete, and Uncertain Knowledge, «IEEE INTELLIGENT SYSTEMS», 2022, 37, pp. 13 - 17 [Articolo in rivista]

Morais A.; Barbosa R.; Lourenco N.; Cerveira F.; Lombardi M.; Madeira H., Strategies for Improving the Error Robustness of Convolutional Neural Networks, in: Proceedings of QRS 2022, 2022, 2022-December, pp. 874 - 883 (atti di: QRS 2022, Guangzhou, China, December 5-9, 2022) [Contributo in Atti di convegno]

Carbonaro A., Knowledge-based system as a context-aware approach for the Internet of medical connected objects, in: Semantic Models in IoT and eHealth Applications, Amsterdam, Elsevier, 2022, pp. 117 - 127 [Capitolo/Saggio in libro]