Foto del docente

Andrea Omicini

Professore ordinario

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: IINF-05/A Sistemi di elaborazione delle informazioni

Direttore Dipartimento di Informatica — Scienza e Ingegneria

Pubblicazioni

Andrea Rafanelli, Stefania Costantini, Andrea Omicini, Position Paper: On the Role of Abductive Reasoning in Semantic Image Segmentation, in: AIxIA 2022 Discussion Papers, Aachen, Sun SITE Central Europe, RWTH Aachen University, «CEUR WORKSHOP PROCEEDINGS», 2023, 3419, pp. 75 - 84 (atti di: Discussion Papers – 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), Udine, Italy, 28 November 2022 – 2 December 2022) [Contributo in Atti di convegno]Open Access

Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Preface, «JOURNAL OF LOGIC AND COMPUTATION», 2023, 33, pp. 1711 - 1711 [replica/breve intervento]

Davide Calvaresi, Amro Najjar, Andrea Omicini, Kary Främling, Preface, in: Explainable and Transparent AI and Multi-Agent Systems, Cham, Springer, 2023, pp. 6 - 6 (LECTURE NOTES IN COMPUTER SCIENCE) [prefazione]

Stefano Mariani; Andrea Omicini, Special Issue “Advances in Multi-Agent Systems”: Editorial, «APPLIED SCIENCES», 2023, 13, Article number: 3027, pp. 1 - 4 [articolo]Open Access

Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoğan, Andrea Omicini, Symbolic knowledge extraction for explainable nutritional recommenders, «COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE», 2023, 235, Article number: 107536, pp. 1 - 12 [articolo]Open Access

Andrea Agiollo, Andrea Rafanelli, Matteo Magnini, Giovanni Ciatto, Andrea Omicini, Symbolic Knowledge Injection meets Intelligent Agents: QoS metrics and experiments, «AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS», 2023, 37, Article number: 27, pp. 1 - 30 [articolo]Open Access

Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini, The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing, in: Explainable and Transparent AI and Multi-Agent Systems, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 14127, pp. 97 - 115 (atti di: Explainable and Transparent AI and Multi-Agent Systems, London, UK, 29/5/2023—2/6/2023) [Contributo in Atti di convegno]Open Access

Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Towards a unified model for symbolic knowledge extraction with hypercube-based methods, «INTELLIGENZA ARTIFICIALE», 2023, 17, pp. 63 - 75 [articolo]Open Access

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, A view to a KILL: Knowledge Injection via Lambda Layer, in: WOA 2022 – 23rd Workshop “From Objects to Agents”, Aachen, Sun SITE Central Europe, RWTH Aachen University, «CEUR WORKSHOP PROCEEDINGS», 2022, 3261, pp. 61 - 76 (atti di: WOA 2022 – 23rd Workshop “From Objects to Agents”, Genova, Italy, 1–3 September 2022) [Contributo in Atti di convegno]

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 [articolo]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, «LECTURE NOTES IN ARTIFICIAL INTELLIGENCE», 2022, 13196, pp. 104 - 119 (atti di: 20th International Conference of the Italian Association for Artificial Intelligence, AIxIA 2021, Milan, Italy, 2021) [Contributo in Atti di convegno]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). [curatela]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, «PROCEEDINGS OF MACHINE LEARNING RESEARCH», 2022, 180, pp. 32 - 42 (atti di: 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022), Eindhoven, The Netherlands, 1–5 August 2022) [Contributo in Atti di convegno]

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, «CEUR WORKSHOP PROCEEDINGS», 2022, 3261, pp. 48 - 60 (atti di: WOA 2022 – 23rd Workshop “From Objects to Agents”, Genova, Italy, 1–3 September 2022) [Contributo in Atti di convegno]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), «CEUR WORKSHOP PROCEEDINGS», 2022, 3204, pp. 254 - 267 (atti di: 37th Italian Conference on Computational Logic (CILC 2022), Bologna, Italy, 29 June – 1 July 2022) [Contributo in Atti di convegno]Open Access