| Symbolic knowledge extraction and injection with sub-symbolic predictors: A systematic literature review G Ciatto, F Sabbatini, A Agiollo, M Magnini, A Omicini ACM Computing Surveys 56 (6), 1-35, 2024 | 18 | 2024 |
| On the design of PSyKI: a platform for symbolic knowledge injection into sub-symbolic predictors M Magnini, G Ciatto, A Omicini International Workshop on Explainable, Transparent Autonomous Agents and …, 2022 | 15 | 2022 |
| Large language models as oracles for instantiating ontologies with domain-specific knowledge G Ciatto, A Agiollo, M Magnini, A Omicini Knowledge-Based Systems 310, 112940, 2025 | 8 | 2025 |
| Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments A Agiollo, A Rafanelli, M Magnini, G Ciatto, A Omicini Autonomous Agents and Multi-Agent Systems 37 (2), 27, 2023 | 8 | 2023 |
| LLM-based solutions for healthcare Chatbots: a comparative analysis S Montagna, G Aguzzi, S Ferretti, MF Pengo, LC Klopfenstein, M Ungolo, ... 2024 IEEE International Conference on Pervasive Computing and Communications …, 2024 | 6 | 2024 |
| A view to a KILL: knowledge injection via lambda layer. M Magnini, G Ciatto, A Omicini WOA, 61-76, 2022 | 6 | 2022 |
| KINS: knowledge injection via network structuring M Magnini, G Ciatto, A Omicini CEUR WORKSHOP PROCEEDINGS 3204, 254-267, 2022 | 6 | 2022 |
| Symbolic knowledge extraction for explainable nutritional recommenders M Magnini, G Ciatto, F Cantürk, R Aydoğan, A Omicini Computer Methods and Programs in Biomedicine 235, 107536, 2023 | 5 | 2023 |
| Knowledge injection of Datalog rules via Neural Network Structuring with KINS M Magnini, G Ciatto, A Omicini Journal of Logic and Computation 33 (8), 1832-1850, 2023 | 2 | 2023 |
| Actively Learning Ontologies from LLMs: First Results M Magnini, A Ozaki, R Squarcialupi CEUR WORKSHOP PROCEEDINGS 3739, 1-6, 2024 | 1 | 2024 |
| An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation A Rafanelli, M Magnini, A Agiollo, G Ciatto, A Omicini CEUR Workshop Proceedings 3735, 20-32, 2024 | 1 | 2024 |
| Privacy-preserving LLM-based chatbots for hypertensive patient self-management S Montagna, S Ferretti, LC Klopfenstein, M Ungolo, MF Pengo, G Aguzzi, ... Smart Health, 100552, 2025 | | 2025 |
| Open-source small language models for personal medical assistant chatbots M Magnini, G Aguzzi, S Montagna INTELLIGENCE-BASED MEDICINE, 2025 | | 2025 |
| Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients G Aguzzi, M Magnini, GP Salcuni, S Ferretti, S Montagna Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence …, 2024 | | 2024 |
| Enforcing Fairness via Constraint Injection with FaUCI M Magnini, G Ciatto, R Calegari, A Omicini CEUR WORKSHOP PROCEEDINGS 3808, 1-13, 2024 | | 2024 |
| Unfair Inequality in Education: A Benchmark for AI-Fairness Research J Giovanelli, M Magnini, L James, G Ciatto, AS Marrero, A Borghesi, ... Unfair Inequality in Education: A Benchmark for AI-Fairness Research, 2024 | | 2024 |
| A General-Purpose Protocol for Multi-agent Based Explanations G Ciatto, M Magnini, B Buzcu, R Aydoğan, A Omicini International Workshop on Explainable, Transparent Autonomous Agents and …, 2023 | | 2023 |
| Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems M Magnini, G Ciatto, A Omicini CEUR WORKSHOP PROCEEDINGS 3419, 12-22, 2023 | | 2023 |
| An information theory analysis of critical Boolean networks as control software for robots M Magnini, A Roli, M Braccini University of Bologna, 2021 | | 2021 |
Giovanni CiattoJunior Assistant Professor at University of BolognaVerified email at unibo.it