Foto del docente

Andrea Omicini

Full Professor

Department of Computer Science and Engineering

Head of Department of Computer Science and Engineering

Publications

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

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]

Andrea Agiollo, Andrea Rafanelli, Andrea Omicini, Towards Quality-of-Service Metrics for Symbolic Knowledge Injection, in: WOA 2022 – 23rd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, 2022, 3261, pp. 30 - 47 (atti di: 23rd Workshop "From Objects to Agents" (WOA22), Genova, Italy, 1–3 September 2022) [Contribution to conference proceedings]Open Access

Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor, A Mechanism for Reasoning over Defeasible Preferences in Arg2P, in: CILC 2021 – Italian Conference on Computational Logic. Proceedings of the 36th Italian Conference on Computational Logic, CEUR-WS, 2021, 3002, pp. 16 - 30 (atti di: 36th Italian Conference on Computational Logic (CILC 2021), Parma, Italy, 7–9 September 2021) [Contribution to conference proceedings]Open Access

Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor, Burden of persuasion in argumentation: A meta-argumentation approach, in: Proceedings of the 5th Workshop on Advances in Argumentation in Artificial Intelligence 2021 co-located with the 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2021), CEUR-WS, 2021, 3086, pp. 1 - 19 (atti di: 5th Workshop on Advances in Argumentation in Artificial Intelligence, AI^3 2021, Milan, Italy, 2021) [Contribution to conference proceedings]Open Access

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