Foto del docente

Stefano Ferretti

Professore ordinario

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: INFO-01/A Informatica

Coordinatore del Corso di Laurea in Tecnologie dei sistemi informatici

Pubblicazioni

Munir S.; Ferretti S.; Malick R.A.S., A Framework for Knowledge Representation Integrated with Dynamic Network Analysis, in: Lecture Notes in Networks and Systems, Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN NETWORKS AND SYSTEMS», 2024, 960, pp. 35 - 49 (atti di: International Conference on Emerging Trends and Applications in Artificial Intelligence, ICETAI 2023, tur, 2023) [Contributo in Atti di convegno]

Munir S.; Malick R.A.S.; Ferretti S., A Network Analysis-Driven Framework for Factual Explainability of Knowledge Graphs, «IEEE ACCESS», 2024, 12, pp. 28071 - 28082 [articolo]

Marasi S.; Ferretti S., Anti-Money Laundering in Cryptocurrencies Through Graph Neural Networks: A Comparative Study, in: Proceedings - IEEE Consumer Communications and Networking Conference, CCNC, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 272 - 277 (atti di: 21st IEEE Consumer Communications and Networking Conference, CCNC 2024, usa, 2024) [Contributo in Atti di convegno]

Montagna, Sara; Magno, Dalila; Ferretti, Stefano; Stelluti, Michele; Gona, Andrea; Dionisi, Camilla; Simonazzi, Giuliana; Martini, Silvia; Corvaglia, Luigi; Aceti, Arianna, Combining artificial intelligence and conventional statistics to predict bronchopulmonary dysplasia in very preterm infants using routinely collected clinical variables, «PEDIATRIC PULMONOLOGY», 2024, 59, pp. 3400 - 3409 [articolo]Open Access

Ferretti S.; Furini M., Cryptocurrency Turmoil: Unraveling the Collapse of a Unified Stablecoin (USTC) through Twitter as a Passive Sensor, «SENSORS», 2024, 24, Article number: 1270, pp. 1 - 17 [articolo]

Malick R.A.S.; Munir S.; Jami S.I.; Rauf S.; Ferretti S.; Cherifi H., DbKB a knowledge graph dataset for diabetes: A system biology approach, «DATA IN BRIEF», 2024, 52, Article number: 110003, pp. 1 - 10 [articolo]

Imboccioli F.; Cialone G.; Ferretti S., Decentralization of Learning and Trust in the Healthcare: Blockchain-driven Federated Learning for Alzheimer's MRI Image Classification, 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. 739 - 744 (atti di: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2024, fra, 2024) [Contributo in Atti di convegno]

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) [Contributo in Atti di convegno]

Gigli L.; Montori F.; Zichichi M.; Bedogni L.; Ferretti S.; Di Felice M., On the Decentralization of Mobile Crowdsensing in Distributed Ledgers: An Architectural Vision, in: Proceedings - IEEE Consumer Communications and Networking Conference, CCNC, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2024, 1, pp. 311 - 317 (atti di: 21st IEEE Consumer Communications and Networking Conference, CCNC 2024, usa, 2024) [Contributo in Atti di convegno]

Sirocchi C.; Biancucci F.; Suffian M.; Donati M.; Ferretti S.; Bogliolo A.; Magnani M.; Menotta M.; Montagna S., Predicting metabolic responses in genetic disorders via structural representation in machine learning, «PROGRESS IN ARTIFICIAL INTELLIGENCE», 2024, 1, pp. 1 - 14 [articolo]

Cassano L.; D'Abramo J.; Munir S.; Ferretti S., Trust and Resilience in Federated Learning Through Smart Contracts Enabled Decentralized Systems, in: Proceedings - 2024 IEEE International Conference on Blockchain, Blockchain 2024, Institute of Electrical and Electronics Engineers Inc., 2024, abs/2107.10243, pp. 663 - 668 (atti di: 7th IEEE International Conference on Blockchain, Blockchain 2024, Copenhagen, Denmark, 2024) [Contributo in Atti di convegno]

Barbara F.; Zichichi M.; Ferretti S.; Schifanella C., A Decentralized Data Sharing Framework based on a Key-Redistribution method, in: CEUR Workshop Proceedings, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2023, 3460, pp. 1 - 17 (atti di: 5th Distributed Ledger Technology Workshop, DLT 2023, ita, 2023) [Contributo in Atti di convegno]

Luca Serena; Moreno Marzolla; Gabriele D'Angelo; Stefano Ferretti, A review of multilevel modeling and simulation for human mobility and behavior, «SIMULATION MODELLING PRACTICE AND THEORY», 2023, 127, Article number: 102780, pp. 1 - 28 [articolo]Open Access

Mirko Zichichi; Gabriele D'Angelo; Stefano Ferretti; Moreno Marzolla, Accountable Clouds Through Blockchain, «IEEE ACCESS», 2023, 11, pp. 48358 - 48374 [articolo]Open Access

Mirko Zichichi, Luca Serena, Stefano Ferretti, Gabriele D'Angelo, Complex queries over decentralised systems for geodata retrieval, «IET NETWORKS», 2023, 12, pp. 37 - 52 [articolo]Open Access