Foto del docente

Andrea Omicini

Full Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Head of Department of Computer Science and Engineering

Publications

Roberta Calegari, Giuseppe Pisano, Andrea Omicini, Giovanni Sartor, Arg2P: An argumentation framework for explainable intelligent systems, «JOURNAL OF LOGIC AND COMPUTATION», 2022, 32, pp. 369 - 401 [Scientific article]Open Access

Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor, Burden of Persuasion in Meta-argumentation, in: AIxIA 2021 – Advances in Artificial Intelligenc, Springer Science and Business Media Deutschland GmbH, 2022, 13196, pp. 104 - 119 (atti di: 20th International Conference of the Italian Association for Artificial Intelligence, AIxIA 2021, Milan, Italy, 2021) [Contribution to conference proceedings]Open Access

Roberta Calegari, Giovanni Ciatto, Andrea Omicini, CILC 2022 – Italian Conference on Computational Logic, Aachen, Sun SITE Central Europe (CEUR), Technical University of Aachen (RWTH), 2022, pp. 328 (CEUR WORKSHOP PROCEEDINGS). [Editorship]Open Access

Andrea Agiollo, Andrea Omicini, GNN2GNN: Graph Neural Networks to Generate Neural Networks, in: Uncertainty in Artificial Intelligence, Cambridge, MA, Machine Learning Research Press, 2022, 180, pp. 32 - 42 (atti di: 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), Eindhoven, The Netherlands, 1–5 August 2022) [Contribution to conference proceedings]

Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model, in: Proceedings of the 23rd Workshop "From Objects to Agents", Aachen, Sun SITE Central Europe, RWTH Aachen University, 2022, 3261, pp. 48 - 60 (atti di: WOA 2022 – 23rd Workshop “From Objects to Agents”, Genova, Italy, 1–3 September 2022) [Contribution to conference proceedings]Open Access

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, KINS: Knowledge Injection via Network Structuring, in: Proceedings of the 37th Italian Conference on Computational Logic, Aachen, Sun SITE Central Europe (CEUR), Technical University of Aachen (RWTH), 2022, 3204, pp. 254 - 267 (atti di: 37th Italian Conference on Computational Logic (CILC 2022), Bologna, Italy, 29 June – 1 July 2022) [Contribution to conference proceedings]Open Access

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

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