Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martino Francesco; Aguzzi, Gianluca; Magnini, Matteo, Privacy-preserving LLM-based chatbots for hypertensive patient self-management, «SMART HEALTH», 2025, 36, Article number: 100552 , pp. 1 - 13 [Scientific article]Open Access
Aguzzi, G.; Magnini, M.; Farahmand, A.; Ferretti, S.; Pengo, M. F.; Montagna, S., RAG-Enhanced Open SLMs for Hypertension Management Chatbots, «JOURNAL OF MEDICAL SYSTEMS», 2025, 49, Article number: 159 , pp. 1 - 15 [Scientific article]Open Access
Aguzzi, Gianluca; Domini, Davide; Venturini, Filippo; Viroli, Mirko, Scaling Swarm Coordination with GNNs—How Far Can We Go?, «AI», 2025, 6, Article number: 282 , pp. 1 - 25 [Scientific article]Open Access
Bertolotti, Francesco; Aguzzi, Gianluca; Cazzola, Walter; Viroli, Mirko, SHAC++: A Neural Network to Rule All Differentiable Simulators, in: ECAI 2025. 28th European Conference on Artificial Intelligence: 25-30 October 2025, Bologna, Italy, 2025, 413, pp. 2818 - 2825 (atti di: ECAI 2025: 28th European Conference on Artificial Intelligence, Bologna, Ottobre, 25 - 30) [Contribution to conference proceedings]Open Access
Casadei, Roberto; Aguzzi, Gianluca; Audrito, Giorgio; Damiani, Ferruccio; Pianini, Danilo; Scarso, Giordano; Torta, Gianluca; Viroli, Mirko, Software Engineering for Collective Cyber-Physical Ecosystems, «ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY», 2025, 34, Article number: 153 , pp. 1 - 40 [Scientific article]Open Access
Domini, Davide; Erhan, Laura; Aguzzi, Gianluca; Cavallaro, Lucia; Zenoozi, Amirhossein Douzandeh; Liotta, Antonio; Viroli, Mirko, Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0, in: Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 8 (atti di: 2025 International Joint Conference on Neural Networks, IJCNN 2025, Pontifical Gregorian University, ita, 2025) [Contribution to conference proceedings]
Domini, D.; Aguzzi, G.; Pianini, D.; Viroli, M., A Reusable Simulation Pipeline for Many-Agent Reinforcement Learning, in: 2024 28th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE COMPUTER SOC, 2024, pp. 83 - 90 (atti di: International Symposium on Distributed Simulation and Real Time Applications (DS-RT), Urbino, 7th - 9th October) [Contribution to conference proceedings]
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, 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) [Contribution to conference proceedings]Open Access
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) [Contribution to conference proceedings]
Aguzzi, G.; Savaglio, C., Engineering Distributed Collective Intelligence in Cyber-Physical Swarms, in: Proceedings - 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 570 - 575 (atti di: 20th Annual International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024, Abu Dhabi, United Arab Emirates, April 29 – May 1, 2024) [Contribution to conference proceedings]
Domini, Davide; Aguzzi, Gianluca; Esterle, Lukas; Viroli, Mirko, Field-Based Coordination for Federated Learning, in: Coordination Models and Languages, Heidelberg, Springer, 2024, 14676, pp. 56 - 74 (atti di: COORDINATION 2024, Groningen, The Netherlands, 17-21/6/2024) [Contribution to conference proceedings]
Aguzzi, G.; Casadei, R.; Mariani, S.; Viroli, M.; Zambonelli, F., Learning Opportunities in Collective Adaptive Systems, in: Fluidware: Novel Approaches for Large-Scale IoT Systems, Cham, Springer Nature, 2024, pp. 179 - 199 (INTERNET OF THINGS) [Chapter or essay]Open Access
Montagna S.; Aguzzi G.; Ferretti S.; Pengo M.F.; Klopfenstein L.C.; Ungolo M.; Magnini M., LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis, in: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 346 - 351 (atti di: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, fra, 2024) [Contribution to conference proceedings]
Esterle, L.; Montagna, S.; Pianini, D.; Aguzzi, G.; Bellman, K. L.; Ciatto, G.; Contoli, C.; Donati, M.; Mariani, S.; Rahmani, A.; Savaglio, C.; Storti, E.; Taherinejad, N.; van der Sluis, O.; Wang, Z., MADTECC 2024: 1st Workshop on Medical Applications with Digital Twins and Edge-cloud Continuum - Welcome and Committees, in: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, CA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 30 - 31 [Preface]
Aguzzi, G.; Audrito, G.; Viroli, M., Optimising Aggregate Monitors for Spatial Logic of Closure Spaces Properties, in: VORTEX 2024 - Proceedings of the 7th ACM International Workshop on Verification and Monitoring at Runtime Execution, Co-located with: ISSTA 2024, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2024, pp. 25 - 31 (atti di: 7th ACM International Workshop on Verification and Monitoring at Runtime Execution, VORTEX 2024, Co-located with ECOOP/ISSTA 2024, Vienna, Austria, 19 sept 2024) [Contribution to conference proceedings]
