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 | 8 | 2022 |
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 | 5 | 2023 |
KINS: knowledge injection via network structuring M Magnini, G Ciatto, A Omicini CEUR WORKSHOP PROCEEDINGS 3204, 254-267, 2022 | 4 | 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 | 3 | 2023 |
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, 2024 | 2 | 2024 |
A view to a KILL: knowledge injection via lambda layer. M Magnini, G Ciatto, A Omicini WOA, 61-76, 2022 | 2 | 2022 |
Large language models as oracles for instantiating ontologies with domain-specific knowledge G Ciatto, A Agiollo, M Magnini, A Omicini arXiv preprint arXiv:2404.04108, 2024 | 1 | 2024 |
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 | | 2024 |
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 | | 2023 |
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 DP@ AI* IA, 12-22, 2022 | | 2022 |
An information theory analysis of critical Boolean networks as control software for robots A ROLI, DM BRACCINI, DM MAGNINI | | |