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Matteo Magnini
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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
132024
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
132022
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
72023
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
52023
KINS: knowledge injection via network structuring
M Magnini, G Ciatto, A Omicini
CEUR WORKSHOP PROCEEDINGS 3204, 254-267, 2022
52022
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
42024
A view to a KILL: knowledge injection via lambda layer.
M Magnini, G Ciatto, A Omicini
WOA, 61-76, 2022
42022
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
22024
Actively Learning Ontologies from LLMs: First Results
M Magnini, A Ozaki, R Squarcialupi
DL 3739, 2024
12024
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
12023
Enforcing Fairness via Constraint Injection with FaUCI
M Magnini, G Ciatto, R Calegari, A Omicini
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
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
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
A ROLI, DM BRACCINI, DM MAGNINI
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