Foto del docente

Gianluca Aguzzi

Adjunct professor

Department of Computer Science and Engineering

Research fellow

Department of Computer Science and Engineering

Teaching tutor

Department of Computer Science and Engineering

Publications

Aguzzi, G.; Viroli, M., MacroSwarm: A scala framework for swarm programming, «SCIENCE OF COMPUTER PROGRAMMING», 2025, 239, Article number: 103182 , pp. 1 - 8 [Scientific article]

Magnini, Matteo; Aguzzi, Gianluca; Montagna, Sara, Open-source small language models for personal medical assistant chatbots, «INTELLIGENCE-BASED MEDICINE», 2025, 11, Article number: 100197 , pp. 1 - 9 [Scientific article]Open Access

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, pp. 1 - 13 [Scientific article]

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]

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]

Domini, D.; Aguzzi, G.; Farabegoli, N.; Viroli, M.; Esterle, L., Proximity-based Self-Federated Learning, in: Proceedings - 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2024, Los Alamos, IEEE, 2024, pp. 139 - 144 (atti di: 2024 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2024, Aarhus, Denmark, 16-20 September 2024) [Contribution to conference proceedings]

Aguzzi, G.; Casadei, R.; Cerioni, M.; Viroli, M., ScaFi-Blocks: A Visual Aggregate Programming Environment for Low-Code Swarm Design, in: Lecture Notes in Computer Science, Springer Science and Business Media Deutschland GmbH, 2024, 14676, pp. 258 - 276 (atti di: 26th International Conference on Coordination Models and Languages, COORDINATION 2024, Groningen, The Netherlands, June 17-21, 2024) [Contribution to conference proceedings]

Domini, D.; Cavallari, F.; Aguzzi, G.; Viroli, M., ScaRLib: Towards a hybrid toolchain for aggregate computing and many-agent reinforcement learning, «SCIENCE OF COMPUTER PROGRAMMING», 2024, 238, pp. 1 - 8 [Scientific article]

Pianini, D.; Casadei, R.; Mariani, S.; Aguzzi, G.; Viroli, M.; Zambonelli, F., Space-Fluid and Time-Fluid Programming, in: Fluidware: Novel Approaches for Large-Scale IoT Systems, Cham, Springer Nature, 2024, pp. 107 - 134 (INTERNET OF THINGS) [Chapter or essay]

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