Davide Calvaresi, Giovanni Ciatto, Amro Najjar, Reyhan Aydoğan, Leon Van der Torre, Andrea Omicini, Michael I. Schumacher, EXPECTATION: Personalized Explainable Artificial Intelligence for Decentralized Agents with Heterogeneous Knowledge, in: Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3–7, 2021, Revised Selected Papers, Cham, Springer Nature, 2021, 12688, pp. 331 - 343 (atti di: 3rd International Workshop on Explainable and Transparent AI and Multi-Agent Systems (EXTRAAMAS 2021), Virtual event, 3–4 May 2021) [Contribution to conference proceedings]Open Access
Roberta Calegari, Andrea Omicini, Giovanni Sartor, Explainable and Ethical AI: A Perspective on Argumentation and Logic Programming, in: AIxIA 2020 – Advances in Artificial Intelligence, Cham, Springer Nature, 2021, 12414, pp. 19 - 36 (atti di: The 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), Virtual Event, 25–27 November 2020) [Contribution to conference proceedings]Open Access
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini, Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap, in: WOA 2021 – 22nd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2021, 2963, pp. 98 - 115 (atti di: WOA 2021 – 22nd Workshop “From Objects to Agents”, Bologna, Italy, 1–3 September 2021) [Contribution to conference proceedings]Open Access
Federico Sabbatini, Giovanni Ciatto, Andrea Omicini, GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors, in: Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Cham, Springer Nature, 2021, 12688, pp. 18 - 38 (atti di: EXplainable and TRAnsparent AI and Multi-Agent Systems: Third International Workshop (EXTRAAMAS 2021), Virtual Event, 3–4 May 2021) [Contribution to conference proceedings]Open Access
Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Lazy Stream Manipulation in Prolog via Backtracking: The Case of 2P-Kt, in: Logics in Artificial Intelligence. JELIA 2021., Cham, Springer Nature, 2021, 12678, pp. 407 - 420 (atti di: 17th European Conference on Logics in Artificial Intelligence (JELIA 2021), Virtual Event, 17–20 May 2021) [Contribution to conference proceedings]Open Access
Andrea Agiollo; Andrea Omicini, Load Classification: A Case Study for Applying Neural Networks in Hyper-Constrained Embedded Devices, «APPLIED SCIENCES», 2021, 11, Article number: 11957 , pp. 1 - 13 [Scientific article]Open Access
Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini, Logic-based Technologies for Multi-agent Systems: A Systematic Literature Review, «AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS», 2021, 35, Article number: 1 , pp. 1 - 67 [Scientific article]Open Access
Roberta Calegari, Giovanni Ciatto, Viviana Mascardi, Andrea Omicini, Logic-based Technologies for Multi-agent Systems: Summary of a Systematic Literature Review, in: 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021), Richland, SC, IFAAMAS, 2021, pp. 1721 - 1723 (atti di: 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2021), Virtual Event, United Kingdom, 3-7 May 2021) [Abstract]Open Access
Ambra Molesini, Enrico Denti, Andrea Omicini, MDE & MDA in a Multi-Paradigm Modeling Perspective, in: Advancements in Model-Driven Architecture in Software Engineering, Hershey, PA, IGI Global, 2021, pp. 64 - 87 [Chapter or essay]Open Access
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini, On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction, in: WOA 2021 – 22nd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2021, 2963, pp. 29 - 48 (atti di: WOA 2021 – 22nd Workshop “From Objects to Agents”, Bologna, Italy, 1–3 September 2021) [Contribution to conference proceedings]Open Access
Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor, Preface, in: WOA 2021 – 22nd Workshop “From Objects to Agents'”, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2021, pp. i - ii (CEUR WORKSHOP PROCEEDINGS) [Preface]Open Access
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini, Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search, in: Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Cham, Springer, 2021, 12688, pp. 63 - 82 (atti di: 3rd International Workshop on Explainable and Transparent AI and Multi-Agent Systems (EXTRAAMAS 2021), Virtual event, 3–4 May 2021) [Contribution to conference proceedings]Open Access
Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Towards cooperative argumentation for MAS: An actor-based approach, in: WOA 2021 – 22nd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2021, 2963, pp. 162 - 177 (atti di: WOA 2021 – 22nd Workshop “From Objects to Agents”,, Bologna, Italy, 1–3 September 2021) [Contribution to conference proceedings]Open Access
Roberta Calegari, Giovanni Ciatto, Enrico Denti, Andrea Omicini, Giovanni Sartor, WOA 2021 – 22nd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2021, pp. 258 (CEUR WORKSHOP PROCEEDINGS). [Editorship]Open Access
Giovanni Ciatto, Roberta Calegari, Andrea Omicini, 2P-Kt: A Logic-Based Ecosystem for Symbolic AI, «SOFTWAREX», 2021, 16, Article number: 100817 , pp. 1 - 7 [Scientific article]Open Access
