Per Status

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11 publications  /  unpublished  /  Andrea Omicini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]
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
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
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?
(6 publications submitted)  [top]  [bottom]
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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