Pubblicazioni

Sabbatini, F.; Calegari, R., Unmasking the Shadows: Leveraging Symbolic Knowledge Extraction to Discover Biases and Unfairness in Opaque Predictive Models, in: Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), «CEUR WORKSHOP PROCEEDINGS», 2024, 3808, pp. 1 - 18 (atti di: 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago di Compostela, 20 ottobre 2024) [Contributo in Atti di convegno]

Marrero, A. S.; Marrero, G. A.; Bethencourt, C.; James, L.; Calegari, R., AI-fairness and equality of opportunity: a case study on educational achievement, in: CEUR Workshop Proceedings, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2024, 3808, pp. 1 - 13 (atti di: 2nd Workshop on Fairness and Bias in AI, AEQUITAS 2024, Santiago di Compostela, 2024) [Contributo in Atti di convegno]

Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S., Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients, in: Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024, CEUR-WS.org, «CEUR WORKSHOP PROCEEDINGS», 2024, 3880, pp. 189 - 201 (atti di: 3rd AIxIA Workshop on Artificial Intelligence ForHealthcare (HC@AIxIA 2024) co-located with the 23rd InternationalConference of the Italian Association for Artificial Intelligence(AIxIA 2024), Bolzano, Italy, 27-28 November 2024) [Contributo in Atti di convegno]

Dadi, Maichol; Franco, Annalisa; Maltoni, Davide, Supporting Human Examiners in Facial Image Manipulation Detection, in: Proceedings of 2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), New York, IEEE, 2024, pp. 710 - 715 (atti di: IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), St. Albans, United Kingdom, 22-24 Ottobre 2024) [Contributo in Atti di convegno] Open Access

Laneve, C., Reachability Analysis in Micro-Stipula, in: Proceedings of the 26th International Symposium on Principles and Practice of Declarative Programming (PPDP 2024), 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, ASSOC COMPUTING MACHINERY, 2024, pp. 1 - 12 (atti di: 26th International Symposium on Principles and Practice of Declarative Programming, {PPDP} 2024, Milano, 9-11/09/2024) [Contributo in Atti di convegno]

Bistarelli, S.; Laneve, C.; Mercanti, I.; Veschetti, A., Analyzing the Fairness of Proof of Stake Ethereum, in: Massimo Bartoletti and Claudio Schifanella and Andrea Vitaletti, Proceedings of the Sixth Distributed Ledger Technology Workshop (DLT 2024), «CEUR WORKSHOP PROCEEDINGS», 2024, 3791, pp. 1 - 8 (atti di: Sixth Distributed Ledger Technology Workshop (DLT 2024), Torino, 14-15 Maggio 2024) [Contributo in Atti di convegno]

Spillo, G.; De Filippo, A.; Musto, C.; Milano, M.; Semeraro, G., Towards Green Recommender Systems: Investigating the Impact of Data Reduction on Carbon Footprint and Model Performances, in: 18th ACM Conference on Recommender Systems, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, ASSOC COMPUTING MACHINERY, 2024, pp. 866 - 871 (atti di: RecSys 2024, Bari, 14-18 ottobre 2024) [Contributo in Atti di convegno]

Robledo-Moreno, Marta; Borghi, Guido; DI DOMENICO, Nicolò; Franco, Annalisa; Raja, Kiran; Maltoni, Davide, Towards Federated Learning for Morphing Attack Detection, in: Proceedings of 2024 IEEE International Joint Conference on Biometrics (IJCB), New York, IEEE, 2024, pp. 1 - 10 (atti di: IEEE International Joint Conference on Biometrics (IJCB), Buffalo, NY, USA, 15-18 settembre 2024) [Contributo in Atti di convegno] Open Access

Bellavista, Paolo; Garbugli, Andrea, Cloud Continuum Digital Twins: Architectures of Solution, Open Technical Challenges, and Lessons Learned, in: Leveraging Applications of Formal Methods, Verification and Validation., Springer LNCS, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, pp. 44 - 59 (atti di: ISOLA 2024, Creta, Grecia, October 27-31, 2024) [Contributo in Atti di convegno]

Farooq, Emmen; Borghesi, Andrea, LSTM-Based Unsupervised Anomaly Detection in High-Performance Computing: A Federated Learning Approach, in: Proceedings of 2024 IEEE International Conference on Big Data (BigData), 2024, pp. 7735 - 7744 (atti di: 2024 IEEE International Conference on Big Data (BigData), Washington, DC, USA, 15-18 December 2024) [Contributo in Atti di convegno]

Grushchak, D.; Kline, J.; Pianini, D.; Farabegoli, N., An Agent-Based Model of Directional Multi-Herds, in: 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C), 2024, pp. 15 - 20 (atti di: 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Aarhus, Denmark, September 16-20, 2024) [Contributo in Atti di convegno]

Pianini, D.; Baiardi, M.; Burattini, S.; Ciatto, G., Multi-Paradigm Integration for the BDI Resurgence, in: Proceedings - 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 27 - 28 (atti di: 5th IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2024, dnk, 2024) [Contributo in Atti di convegno]

Pianini, D.; Tomforde, S., Towards Adaptive Trajectories for Mixed Autonomous and Human-Operated Ships, in: Proceedings - 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 29 - 34 (atti di: 5th IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2024, dnk, 2024) [Contributo in Atti di convegno]

Feraudo, Angelo; Maxenti, Stefano; Lacava, Andrea; Bellavista, Paolo; Polese, Michele; Melodia, Tommaso, xDevSM: Streamlining xApp Development With a Flexible Framework for O-RAN E2 Service Models, in: The 18th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization 2024 (WiNTECH 2024), 2024, pp. 1954 - 1961 (atti di: The 18th ACM Workshop on Wireless Network Testbeds, Experimental evaluation & Characterization 2024 (WiNTECH 2024), Washington D.C. DC USA, November 18 - 22, 2024) [Contributo in Atti di convegno]

Mazzocca, Carlo; Mora, Alessio; Romandini, Nicolò; Montanari, Rebecca; Bellavista, Paolo, Membership Proof in Federated Learning via Cryptographic Accumulators, in: 2024 6th International Conference on Blockchain Computing and Applications (BCCA), IEEE, 2024, pp. 57 - 63 (atti di: International Conference on Blockchain Computing and Applications (BCCA), Dubai, United Arab Emirates, 26-29 November 2024) [Contributo in Atti di convegno]

Borges Oliveira, Francis; DI FELICE, Marco; Kamienski, Carlos, IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum, «INTERNET OF THINGS», 2024, 28, pp. 1 - 19 [Articolo in rivista]

Grushchak, D.; Kline, J.; Pianini, D.; Farabegoli, N.; Aguzzi, G.; Baiardi, M.; Stewart, C., Decentralized Multi-Drone Coordination for Wildlife Video Acquisition, in: 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 2024, pp. 31 - 40 (atti di: IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Aarhus, Denmark, September 16-20, 2024) [Contributo in Atti di convegno]

Cortecchia, A.; Pianini, D.; Ciatto, G.; Casadei, R., An Aggregate Vascular Morphogenesis Controller for Engineered Self-Organising Spatial Structures, in: Proceedings - 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2024, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 133 - 138 (atti di: 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2024, dnk, 2024) [Contributo in Atti di convegno]

Franceschelli, Giorgio; Musolesi, Mirco, Creative Beam Search: LLM-as-a-Judge for Improving Response Generation, in: Proceedings of the Fifteenth International Conference on Computational Creativity, 2024, pp. 364 - 368 (atti di: ICCC’24, Jönköping, Sweden, 17 - 21 June) [Contributo in Atti di convegno]

Franceschelli, Giorgio; Musolesi, Mirco, On the creativity of large language models, «AI & SOCIETY», 2024, 0, pp. 1 - 11 [Articolo in rivista]