Ciatto G.; Castiglio M.; Calegari R., Logic Programming library for Machine Learning: API design and prototype, in: CEUR Workshop Proceedings, CEUR-WS, 2022, 3204, pp. 104 - 118 (atti di: 37th Italian Conference on Computational Logic, CILC 2022, ita, 2022) [Contribution to conference proceedings]
Matteo Magnini, Giovanni Ciatto, Andrea Omicini, On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors, in: Explainable and Transparent AI and Multi-Agent Systems, Springer, 2022, 13283, pp. 90 - 108 (atti di: 4th International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems (EXTRAAMAS 2022), Auckland, New Zealand, 9–10 May 2022) [Contribution to conference proceedings]Open Access
Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Preface – Proceedings of the 37th Italian Conference on Computational Logic (CILC 2022), in: CILC 2022 – Italian Conference on Computational Logic, Aachen, Sun SITE Central Europe (CEUR), Technical University of Aachen (RWTH), 2022, pp. i - ii (CEUR WORKSHOP PROCEEDINGS) [Preface]Open Access
Dellaluce J.; Calegari R.; Ciatto G., Probabilistic logic programming in 2P-KT, in: AIxIA 2021 Discussion Papers co-located with the the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), Aachen, CEUR-WS, 2022, 3078, pp. 19 - 32 (atti di: 2021 International Conference of the Italian Association for Artificial Intelligence, AIxIA 2021 DP, Milano, online, 2021) [Contribution to conference proceedings]Open Access
Calegari, Roberta and Ciatto, Giovanni and Omicini, Andrea and Vizzari, Giuseppe, Selected papers from the 22nd Workshop “From Objects to Agents” (WOA 2021), Amsterdam, IOS Press, 2022, pp. 112 . [Editorship]
Federico Sabbatini, Giovanni Ciatto, Andrea Omicini, Semantic Web-based Interoperability for Intelligent Agents with PSyKE, in: Explainable and Transparent AI and Multi-Agent Systems, Springer, 2022, 13283, pp. 124 - 142 (atti di: International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems (EXTRAAMAS 2022), Auckland, New Zealand, 9–10 May 2022) [Contribution to conference proceedings]Open Access
Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Giuseppe Vizzari, Special Issue for the 22nd Workshop “From Objects to Agents” (WOA 2021), «INTELLIGENZA ARTIFICIALE», 2022, 16, pp. 3 - 5 [Scientific article]
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments, «INTELLIGENZA ARTIFICIALE», 2022, 16, pp. 27 - 48 [Scientific article]
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
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
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
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
