FERRETTI, STEFANO
FERRETTI, STEFANO
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di Ia fascia
Enhancing Anti-Money Laundering Frameworks: An Application of Graph Neural Networks in Cryptocurrency Transaction Classification
2025 Ferretti, S.; D'Angelo, G.; Ghini, V.
Molecular Fingerprints-Based Machine Learning for Metabolic Profiling
2025 Sirocchi, C.; Biancucci, F.; Suffian, M.; Benedetti, R.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Menotta, M.; Montagna, S.
Privacy-preserving LLM-based chatbots for hypertensive patient self-management
2025 Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martino Francesco; Aguzzi, Gianluca; Magnini, Matteo
A Comparative Evaluation of Deep Learning Techniques for Smart Contract Vulnerability Classification
2024 Rossini, Martina; Ferretti, Stefano
A Framework for Knowledge Representation Integrated with Dynamic Network Analysis
2024 Munir S.; Ferretti S.; Malick R.A.S.
A Network Analysis-Driven Framework for Factual Explainability of Knowledge Graphs
2024 Munir, S.; Malick, R. A. S.; Ferretti, S.
Anti-Money Laundering in Cryptocurrencies Through Graph Neural Networks: A Comparative Study
2024 Marasi S.; Ferretti S.
Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients
2024 Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S.
Combining artificial intelligence and conventional statistics to predict bronchopulmonary dysplasia in very preterm infants using routinely collected clinical variables
2024 Montagna, Sara; Magno, Dalila; Ferretti, Stefano; Stelluti, Michele; Gona, Andrea; Dionisi, Camilla; Simonazzi, Giuliana; Martini, Silvia; Corvaglia, Luigi; Aceti, Arianna
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)
2024 Sirocchi, C.; Biancucci, F.; Suffian, M.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Menotta, M.; Montagna, S.
Cryptocurrency Turmoil: Unraveling the Collapse of a Unified Stablecoin (USTC) through Twitter as a Passive Sensor
2024 Ferretti, S.; Furini, M.
DbKB a knowledge graph dataset for diabetes: A system biology approach
2024 Malick R.A.S.; Munir S.; Jami S.I.; Rauf S.; Ferretti S.; Cherifi H.
Decentralization of Learning and Trust in the Healthcare: Blockchain-driven Federated Learning for Alzheimer's MRI Image Classification
2024 Imboccioli F.; Cialone G.; Ferretti S.
LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis
2024 Montagna S.; Aguzzi G.; Ferretti S.; Pengo M.F.; Klopfenstein L.C.; Ungolo M.; Magnini M.
On the Decentralization of Mobile Crowdsensing in Distributed Ledgers: An Architectural Vision
2024 Gigli L.; Montori F.; Zichichi M.; Bedogni L.; Ferretti S.; Di Felice M.
On the Use of Heterogeneous Graph Neural Networks for Detecting Malicious Activities: a Case Study with Cryptocurrencies
2024 Ferretti, S.; D'Angelo, G.; Ghini, V.
Predicting metabolic responses in genetic disorders via structural representation in machine learning
2024 Sirocchi C.; Biancucci F.; Suffian M.; Donati M.; Ferretti S.; Bogliolo A.; Magnani M.; Menotta M.; Montagna S.
Trust and Resilience in Federated Learning Through Smart Contracts Enabled Decentralized Systems
2024 Cassano, L.; D'Abramo, J.; Munir, S.; Ferretti, S.
TRUSTSENSE 2024: 1st International Workshop on Pervasive Computing Challenges in Trustable Crowdsensing Systems - Welcome and Committees
2024 Bedogni, L.; Ferretti, S.
A Decentralized Data Sharing Framework based on a Key-Redistribution method
2023 Barbara F.; Zichichi M.; Ferretti S.; Schifanella C.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Enhancing Anti-Money Laundering Frameworks: An Application of Graph Neural Networks in Cryptocurrency Transaction Classification | Ferretti, S.; D'Angelo, G.; Ghini, V. | 2025-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | - |
| Molecular Fingerprints-Based Machine Learning for Metabolic Profiling | Sirocchi, C.; Biancucci, F.; Suffian, M.; Benedetti, R.; Donati, M.; Ferretti, S.; Bogliolo, A.; ... espandi | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Privacy-preserving LLM-based chatbots for hypertensive patient self-management | Montagna, Sara; Ferretti, Stefano; Klopfenstein, Lorenz Cuno; Ungolo, Michelangelo; Pengo, Martin... espandi | 2025-01-01 | SMART HEALTH | - | 1.01 Articolo in rivista | - |
| A Comparative Evaluation of Deep Learning Techniques for Smart Contract Vulnerability Classification | Rossini, Martina; Ferretti, Stefano | 2024-01-01 | DISTRIBUTED LEDGER TECHNOLOGIES | - | 1.01 Articolo in rivista | - |
| A Framework for Knowledge Representation Integrated with Dynamic Network Analysis | Munir S.; Ferretti S.; Malick R.A.S. | 2024-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| A Network Analysis-Driven Framework for Factual Explainability of Knowledge Graphs | Munir, S.; Malick, R. A. S.; Ferretti, S. | 2024-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | A_Network_Analysis-Driven_Framework_for_Factual_Explainability_of_Knowledge_Graphs.pdf |
| Anti-Money Laundering in Cryptocurrencies Through Graph Neural Networks: A Comparative Study | Marasi S.; Ferretti S. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients | Aguzzi, G.; Magnini, M.; Salcuni, G. P.; Ferretti, S.; Montagna, S. | 2024-01-01 | - | CEUR-WS.org | 4.01 Contributo in Atti di convegno | paper17.pdf |
| Combining artificial intelligence and conventional statistics to predict bronchopulmonary dysplasia in very preterm infants using routinely collected clinical variables | Montagna, Sara; Magno, Dalila; Ferretti, Stefano; Stelluti, Michele; Gona, Andrea; Dionisi, Camil... espandi | 2024-01-01 | PEDIATRIC PULMONOLOGY | - | 1.01 Articolo in rivista | Pediatric Pulmonology - 2024 - Montagna - Combining artificial intelligence and conventional statistics to predict.pdf |
| 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) | Sirocchi, C.; Biancucci, F.; Suffian, M.; Donati, M.; Ferretti, S.; Bogliolo, A.; Magnani, M.; Me... espandi | 2024-01-01 | PROGRESS IN ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Cryptocurrency Turmoil: Unraveling the Collapse of a Unified Stablecoin (USTC) through Twitter as a Passive Sensor | Ferretti, S.; Furini, M. | 2024-01-01 | SENSORS | - | 1.01 Articolo in rivista | sensors-24-01270.pdf |
| DbKB a knowledge graph dataset for diabetes: A system biology approach | Malick R.A.S.; Munir S.; Jami S.I.; Rauf S.; Ferretti S.; Cherifi H. | 2024-01-01 | DATA IN BRIEF | - | 1.01 Articolo in rivista | - |
| Decentralization of Learning and Trust in the Healthcare: Blockchain-driven Federated Learning for Alzheimer's MRI Image Classification | Imboccioli F.; Cialone G.; Ferretti S. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis | Montagna S.; Aguzzi G.; Ferretti S.; Pengo M.F.; Klopfenstein L.C.; Ungolo M.; Magnini M. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| On the Decentralization of Mobile Crowdsensing in Distributed Ledgers: An Architectural Vision | Gigli L.; Montori F.; Zichichi M.; Bedogni L.; Ferretti S.; Di Felice M. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| On the Use of Heterogeneous Graph Neural Networks for Detecting Malicious Activities: a Case Study with Cryptocurrencies | Ferretti, S.; D'Angelo, G.; Ghini, V. | 2024-01-01 | - | ASSOC COMPUTING MACHINERY | 4.01 Contributo in Atti di convegno | 3677117.3685009.pdf |
| Predicting metabolic responses in genetic disorders via structural representation in machine learning | Sirocchi C.; Biancucci F.; Suffian M.; Donati M.; Ferretti S.; Bogliolo A.; Magnani M.; Menotta M... espandi | 2024-01-01 | PROGRESS IN ARTIFICIAL INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| Trust and Resilience in Federated Learning Through Smart Contracts Enabled Decentralized Systems | Cassano, L.; D'Abramo, J.; Munir, S.; Ferretti, S. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | _IEEE_Blockchain_2024__Federated_Learning_and_Blockchain (002).pdf |
| TRUSTSENSE 2024: 1st International Workshop on Pervasive Computing Challenges in Trustable Crowdsensing Systems - Welcome and Committees | Bedogni, L.; Ferretti, S. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 2.04 Breve introduzione | - |
| A Decentralized Data Sharing Framework based on a Key-Redistribution method | Barbara F.; Zichichi M.; Ferretti S.; Schifanella C. | 2023-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | - |