Publications

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) [Contribution to conference proceedings]

Aguzzi, Gianluca; Casadei, Roberto; Pianini, Danilo; Viroli, Mirko, Dynamic Decentralization Domains for the Internet of Things, «IEEE INTERNET COMPUTING», 2022, 26, pp. 16 - 23 [Scientific article] 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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings] 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 [Chapter or essay]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings] 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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings] 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 [Scientific article]

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) [Contribution to conference proceedings]

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 [Chapter or essay]

Bellavista P.; Fogli M.; Foschini L.; Giannelli C.; Patera L.; Stefanelli C., A Framework for QoS- Enabled Semantic Routing in Industrial Networks: Overall Architecture and Primary Protocols, in: 2022 IEEE Future Networks World Forum (FNWF), New York, IEEE, 2022, pp. 58 - 63 (atti di: 2022 IEEE Future Networks World Forum (FNWF), Montreal, QC, Canada, 10-14 October 2022) [Contribution to conference proceedings] Open Access

Antonelli, Melissa; DAL LAGO, Ugo; Davoli, Davide; Oitavem, Isabel; Pistone, Paolo, Towards Randomized Bounded Arithmetic, in: Proceedings of XXVII AILA, 2022, pp. 1 - 2 (atti di: AILA, Caserta, 12-15 September 2022) [Abstract]

Bedogni, Luca; Manfredini, Sebastiano; Poggi, Francesco; Rossi, Davide, WISE: A Semantic and Interoperable Web of Things Architecture for Smart Environments, in: 2022 IEEE 8th World Forum on Internet of Things (WF-IoT), New York, IEEE, 2022, pp. 1 - 6 (atti di: 2022 IEEE 8th World Forum on Internet of Things (WF-IoT), Yokohama, Japan, 26/10/23) [Contribution to conference proceedings] Open Access

Rubano Vincenzo, Vitali Fabio, Lengua Chantal, Tools for an Innovative Approach to Web Accessibility, in: International Conference on Human-Computer Interaction, 2022, pp. 97 - 115 (atti di: International Conference on Human-Computer Interaction, OnLine, 2022) [Contribution to conference proceedings]

Lengua Chantal, Rubano Vincenzo, Vitali Fabio, Aligning accessibility design to non-disabled people’s perceptions, in: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 2022, pp. 1 - 6 (atti di: 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), OnLine, 2022) [Contribution to conference proceedings]

Grillo Remo, Morelli Caterina, Rubano Vincenzo, Vitali Fabio, Social Good and Cultural Heritage: making the Brendel models accessible again, in: Proceedings of the 2022 ACM Conference on Information Technology for Social Good, 2022, pp. 191 - 197 (atti di: 2022 ACM Conference on Information Technology for Social Good (Goodit), Limassol, Cyprus, 2022) [Contribution to conference proceedings]

Domenico Scotece; Sisay Tadesse Arzo; Riccardo Bassoli; Luca Foschini; Michael Devetsikiotis; Frank H. P. Fitzek, Impact of Softwarization in Microservices-based SDN Controller, in: European Wireless 2022; 27th European Wireless Conference, Dresden, VDE Verlag, 2022, pp. 59 - 64 (atti di: European Wireless 2022; 27th European Wireless Conference, Dresden, Germany, 19-21 September 2022) [Contribution to conference proceedings] Open Access