Per Status

Per Status

9 publications  /  unpublished  /  Andrea Omicini

Knowledge injection of Datalog rules via Neural Network Structuring with KINS (proof)Matteo Magnini, Giovanni Ciatto, Andrea Omicini
(1 publication proof)  [top]  [bottom]
camera-ready sent
Position paper: On the role of abductive reasoning in semantic image segmentation (camera-ready sent)Andrea Rafanelli, Stefania Costantini, Andrea Omicini
Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (camera-ready sent)Matteo Magnini, Giovanni Ciatto, Andrea Omicini
(2 publications camera-ready sent)  [top]  [bottom]
Symbolic Knowledge Injection meets Intelligent Agents: QoS metrics and experiments (accepted, 2023)Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini
A General-Purpose Protocol for Multi-Agent based Explanations (accepted, 2023)Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini
The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (accepted)Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini
(3 publications accepted)  [top]  [bottom]
accepted with revision
Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods (accepted with revision, 2023)Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
(1 publication accepted with revision)  [top]  [bottom]
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: a Systematic Literature Review (submitted)Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
Are Symbolic Knowledge Injection Techniques Robust Against Data Quality Degradation? (submitted, 2023)Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
(2 publications submitted)  [top]  [bottom]


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