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Per Status
11 publications / unpublished / Andrea Omicini
| camera-ready sent |
| Matteo Magnini, Giovanni Ciatto, Andrea Omicini Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (camera-ready sent) AIxIA 2022 |
| Andrea Rafanelli, Stefania Costantini, Andrea Omicini Position paper: On the role of abductive reasoning in semantic image segmentation (camera-ready sent) AIxIA 2022 |
| (2 publications camera-ready sent) [top] [bottom] |
| accepted with revision |
| Matteo Magnini, Giovanni Ciatto, Andrea Omicini Knowledge injection of Datalog rules via Neural Network Structuring with KINS (accepted with revision) Journal of Logic and Computation |
| Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods (accepted with revision) Intelligenza Artificiale, 2023 |
| (2 publications accepted with revision) [top] [bottom] |
| submitted |
| Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor Burden of persuasion: a meta-argumentation approach (submitted) Journal of Applied Logics |
| Matteo Magnini, Giovanni Ciatto, Furkan Canturk, Reyhan Aydoǧan, Andrea Omicini Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (submitted) Computer Methods and Programs in Biomedicine |
| Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini A General-Purpose Protocol for Multi-Agent based Explanations (submitted) |
| Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (submitted) |
| Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: a Systematic Literature Review (submitted) ACM Computing Surveys |
| Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini Are Symbolic Knowledge Injection Techniques Robust Against Data Quality Degradation? (submitted) |
| (6 publications submitted) [top] [bottom] |
| drafts |
| Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini Quality-of-Service Metrics for Intelligent Agents exploiting Symbolic Knowledge Injection via PSyKI (draft) Autonomous Agents and Multi-Agent Systems, 2023 |
| (1 publication draft) [top] [bottom] |
Publications / Omicini
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