tag : eXplainable AI
21 publications
Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation (paper in proceedings, 2023) — Andrea Rafanelli, Stefania Costantini, Andrea Omicini Symbolic Knowledge Extraction for Explainable Nutritional Recommenders (article in journal, 2023) — Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini Knowledge injection of Datalog rules via Neural Network Structuring with KINS (article in journal, 2023) — Matteo Magnini, Giovanni Ciatto, Andrea Omicini Explainable Clustering with CREAM (paper in proceedings, 2023) — Federico Sabbatini, Roberta Calegari Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments (article in journal, 2022) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini Expectation: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge (paper in proceedings, 2021) — Davide Calvaresi, Giovanni Ciatto, Amro Najjar, Reyhan Aydoğan, Leon Van der Torre, Andrea Omicini, Michael I. Schumacher Towards Explainable Visionary Agents: License to Dare and Imagine (paper in proceedings, 2021) — Giovanni Ciatto, Amro Najjar, Jean-Paul Calbimonte, Davide Calvaresi Preface (editorial/introduction/preface, 2021) — Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming (paper in proceedings, 2021) — Roberta Calegari, Andrea Omicini, Giovanni Sartor On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (paper in proceedings, 2021) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini Agent-Based Explanations in AI: Towards an Abstract Framework (paper in proceedings, 2020) — Giovanni Ciatto, Michael I. Schumacher, Andrea Omicini, Davide Calvaresi An Abstract Framework for Agent-Based Explanations in AI (paper in proceedings, 2020) — Giovanni Ciatto, Davide Calvaresi, Michael I. Schumacher, Andrea Omicini On the integration of symbolic and sub-symbolic techniques for XAI: A survey (article in journal, 2020) — Roberta Calegari, Giovanni Ciatto, Andrea Omicini Argumentation and Logic Programming for Explainable and Ethical AI (paper in proceedings, 2020) — Roberta Calegari, Andrea Omicini, Giovanni Sartor Not just for humans: Explanation for agent-to-agent communication (paper in proceedings, 2020) — Andrea Omicini Neuro-symbolic Computation for XAI: Towards a Unified Model (paper in proceedings, 2020) — Giuseppe Pisano, Giovanni Ciatto, Roberta Calegari, Andrea Omicini Towards XMAS: eXplainability through Multi-Agent Systems (paper in proceedings, 2019) — Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Davide Calvaresi Interpretable Narrative Explanation for ML Predictors with LP: A Case Study for XAI (paper in proceedings, 2019) — Roberta Calegari, Giovanni Ciatto, Jason Dellaluce, Andrea Omicini Injecting (Micro)Intelligence in the IoT: Logic-based Approaches for (M)MAS (paper in proceedings, 2019) — Andrea Omicini, Roberta Calegari Explanation in artificial intelligence: Insights from the social sciences (article in journal, 2019) — Tim Miller LPaaS as Micro-intelligence: Enhancing IoT with Symbolic Reasoning (article in journal, 2018) — Roberta Calegari, Giovanni Ciatto, Stefano Mariani, Enrico Denti, Andrea Omicini