Pubblicazioni

Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model, in: Proceedings of the 23rd Workshop "From Objects to Agents", Aachen, Sun SITE Central Europe, RWTH Aachen University, «CEUR WORKSHOP PROCEEDINGS», 2022, 3261, pp. 48 - 60 (atti di: WOA 2022 – 23rd Workshop “From Objects to Agents”, Genova, Italy, 1–3 September 2022) [Contributo in Atti di convegno] Open Access

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, A view to a KILL: Knowledge Injection via Lambda Layer, in: WOA 2022 – 23rd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, «CEUR WORKSHOP PROCEEDINGS», 2022, 3261, pp. 61 - 76 (atti di: WOA 2022 – 23rd Workshop “From Objects to Agents”, Genova, Italy, 1–3 September 2022) [Contributo in Atti di convegno]

Andrea Agiollo, Andrea Rafanelli, Andrea Omicini, Towards Quality-of-Service Metrics for Symbolic Knowledge Injection, in: WOA 2022 – 23rd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, «CEUR WORKSHOP PROCEEDINGS», 2022, 3261, pp. 30 - 47 (atti di: 23rd Workshop "From Objects to Agents" (WOA22), Genova, Italy, 1–3 September 2022) [Contributo in Atti di convegno] Open Access

Mora, A; Foschini, L; Bellavista, P, Structured Sparse Ternary Compression for Convolutional Layers in Federated Learning, in: 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE VTS ... VEHICULAR TECHNOLOGY CONFERENCE», 2022, 2022, pp. 1 - 5 (atti di: 95th IEEE Vehicular Technology Conference - Spring, VTC 2022 -, Helsinki, Finland, 19-22 June 2022) [Contributo in Atti di convegno] Open Access

Bruschi N.; Tagliavini G.; Conti F.; Abadal S.; Cabellos-Aparicio A.; Alarcon E.; Karunaratne G.; Boybat I.; Benini L.; Rossi D., Scale up your In-Memory Accelerator: Leveraging Wireless-on-Chip Communication for AIMC-based CNN Inference, in: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2022, pp. 170 - 173 (atti di: Artificial Intelligence Circuits and Systems (AICAS), Incheon, Korea, Republic of Korea, 13-15 June 2022) [Contributo in Atti di convegno] Open Access

Andrea Agiollo, Andrea Omicini, GNN2GNN: Graph Neural Networks to Generate Neural Networks, in: Uncertainty in Artificial Intelligence, Cambridge, MA, Machine Learning Research Press, «PROCEEDINGS OF MACHINE LEARNING RESEARCH», 2022, 180, pp. 32 - 42 (atti di: 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), Eindhoven, The Netherlands, 1–5 August 2022) [Contributo in Atti di convegno]

Federico Sabbatini, Giovanni Ciatto, Andrea Omicini, Semantic Web-based Interoperability for Intelligent Agents with PSyKE, in: Explainable and Transparent AI and Multi-Agent Systems, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2022, 13283, pp. 124 - 142 (atti di: International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems (EXTRAAMAS 2022), Auckland, New Zealand, 9–10 May 2022) [Contributo in Atti di convegno] Open Access

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, KINS: Knowledge Injection via Network Structuring, in: Proceedings of the 37th Italian Conference on Computational Logic, Aachen, Sun SITE Central Europe (CEUR), Technical University of Aachen (RWTH), «CEUR WORKSHOP PROCEEDINGS», 2022, 3204, pp. 254 - 267 (atti di: 37th Italian Conference on Computational Logic (CILC 2022), Bologna, Italy, 29 June – 1 July 2022) [Contributo in Atti di convegno] Open Access

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors, in: Explainable and Transparent AI and Multi-Agent Systems, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2022, 13283, pp. 90 - 108 (atti di: 4th International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems (EXTRAAMAS 2022), Auckland, New Zealand, 9–10 May 2022) [Contributo in Atti di convegno] Open Access

Mendula Matteo, Bujari Armir, Foschini Luca, Bellavista Paolo, A Data-Driven Digital Twin for Urban Activity Monitoring, in: 2022 IEEE Symposium on Computers and Communications (ISCC), 2022, pp. 1 - 6 (atti di: 2022 IEEE Symposium on Computers and Communications (ISCC), Rhodes Island, Greece, 30th June - 3rd July 2022) [Contributo in Atti di convegno]

Carlo Mazzocca; Andrea Sabbioni; Rebecca Montanari; Michele Colajanni, Evaluating Tangle Distributed Ledger for Access Control Policy Distribution in Multi-region Cloud Environments, in: International Conference on the Quality of Information and Communications Technology, 2022, 1621 CCIS, pp. 296 - 306 (atti di: International Conference on the Quality of Information and Communications Technology, Talavera de la Reina, 12/09/2022 al 14/09/2022) [Contributo in Atti di convegno]

Sabbioni A.; Mazzocca C.; Bujari A.; Montanari R.; Corradi A., A Decentralized Architecture for Dynamic and Federated Access Control Facilitating Smart Tourism Services, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2022, pp. 403 - 408 (atti di: 2nd ACM Conference on Information Technology for Social Good, GoodIT 2022, cyp, 2022) [Contributo in Atti di convegno]

Ceccarini C.; Prandi C., EscapeCampus: Exploiting a Game-based Learning tool to increase the sustainability knowledge of students, in: GoodIT '22: Proceedings of the 2022 ACM Conference on Information Technology for Social Good, 2022, pp. 390 - 396 (atti di: GoodIT, Limassol, Cyprus, 07/09/2022) [Contributo in Atti di convegno]

Prandi C.; Cecilia J.M.; Manzoni P.; Pena-Haro S.; Pierson D.; Colom W.; Blanco P.; Garcia C.A.; Navarro I.J.; Senent J., On integrating intelligent infrastructure and participatory monitoring for environmental modelling: The SMARTLAGOON approach, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2022, pp. 236 - 243 (atti di: 2nd ACM Conference on Information Technology for Social Good, GoodIT 2022, cyp, 2022) [Contributo in Atti di convegno]

Ma S.; Ferreira M.; Nicolau H.; Prandi C.; Esteves A.; Nunes N.J.; Nisi V., Catering for Students' Well-being during COVID-19 Social Distancing: A Case Study from a University Campus, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2022, pp. 146 - 153 (atti di: 2nd ACM Conference on Information Technology for Social Good, GoodIT 2022, cyp, 2022) [Contributo in Atti di convegno]

Serena, Luca; Marzolla, Moreno; D'Angelo, Gabriele; Ferretti, Stefano, Multilevel Modeling as a Methodology for the Simulation of Human Mobility, in: 2022 IEEE/ACM 26th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), IEEE, 2022, pp. 49 - 56 (atti di: 26th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, DS-RT 2022, Alès, France, 26-28 september 2022) [Contributo in Atti di convegno] Open Access

Giacomo Frisoni, Gianluca Moro, Lorenzo Balzani, Text-to-Text Extraction and Verbalization of Biomedical Event Graphs, in: Proceedings of the 29th International Conference on Computational Linguistics, 2022, pp. 2692 - 2710 (atti di: COLING 2022, the 29th International Conference on Computational Linguistics,, Gyeongju, Republic of Korea, October 12-17, 2022) [Contributo in Atti di convegno] Open Access

Giacomo Frisoni, Paolo Italiani, Francesco Boschi, Gianluca Moro, Enhancing Biomedical Scientific Reviews Summarization with Graph-based Factual Evidence Extracted from Papers, in: Proceedings of the 11th International Conference on Data Science, Technology and Applications - DATA, 2022, pp. 168 - 179 (atti di: 11th International Conference on Data Science, Technology and Applications (DATA), Lisbon, Portugal, July 11-13, , 2022) [Contributo in Atti di convegno] Open Access

Gianluca Moro; Luca Ragazzi; Lorenzo Valgimigli; Davide Freddi, Discriminative Marginalized Probabilistic Neural Method for Multi-Document Summarization of Medical Literature, in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Stroudsburg PA 18360, The Association for Computational Linguistics, 2022, pp. 180 - 189 (atti di: the 60th Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, Ireland, 22/05/2022-27/05/2022) [Contributo in Atti di convegno] Open Access

Nadalini D.; Rusci M.; Tagliavini G.; Ravaglia L.; Benini L.; Conti F., PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning, in: Embedded Computer Systems: Architectures, Modeling, and Simulation, Springer, 2022, 13511, pp. 200 - 216 (atti di: 22nd International Conference, SAMOS 2022, Samos, Greece, July 3–7, 2022) [Contributo in Atti di convegno] Open Access