Ferretti, S.; D'Angelo, G.; Ghini, V., Enhancing Anti-Money Laundering Frameworks: An Application of Graph Neural Networks in Cryptocurrency Transaction Classification, «IEEE ACCESS», 2025, 13, pp. 50201 - 50215 [Scientific article]
Sirocchi, C.; Biancucci, F.; Suffian, M.; Benedetti, R.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Menotta, M.; Montagna, S., Molecular Fingerprints-Based Machine Learning for Metabolic Profiling, in: Communications in Computer and Information Science, Springer Science and Business Media Deutschland GmbH, 2025, 2136, pp. 103 - 111 (atti di: Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2023, ita, 2023) [Contribution to conference proceedings]
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]
Rossini, Martina; Ferretti, Stefano, A Comparative Evaluation of Deep Learning Techniques for Smart Contract Vulnerability Classification, «DISTRIBUTED LEDGER TECHNOLOGIES», 2024, 1, pp. 1 - 21 [Scientific article]
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, 2024, 960, pp. 35 - 49 (atti di: International Conference on Emerging Trends and Applications in Artificial Intelligence, ICETAI 2023, tur, 2023) [Contribution to conference proceedings]
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 [Scientific article]Open Access
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) [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
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 [Scientific article]Open Access
Sirocchi, C.; Biancucci, F.; Suffian, M.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Menotta, M.; Montagna, S., Correction to: Predicting metabolic responses in genetic disorders via structural representation in machine learning (Progress in Artificial Intelligence, (2024), 10.1007/s13748-024-00338-9), «PROGRESS IN ARTIFICIAL INTELLIGENCE», 2024, 1, pp. 1 - 3 [Scientific article]
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 [Scientific article]Open Access
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 [Scientific article]
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) [Contribution to conference proceedings]
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]
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) [Contribution to conference proceedings]
