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

Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydoǧan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling, Explainable and Transparent AI and Multi-Agent Systems, Cham, Springer, 2023, pp. 281 (LECTURE NOTES IN COMPUTER SCIENCE). [Editorship]

Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini, GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks, in: 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), Los Alamitos, CA, IEEE Computer Society, 2023, pp. 615 - 630 (atti di: 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), Delft, Netherlands, 3-7 July 2023) [Contribution to conference proceedings]Open Access

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, Knowledge injection of Datalog rules via Neural Network Structuring with KINS, «JOURNAL OF LOGIC AND COMPUTATION», 2023, 33, pp. 1832 - 1850 [Scientific article]

Andrea Agiollo, Andrea Omicini, Measuring Trustworthiness in Neuro-Symbolic Integration, in: Proceedings of the 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023), Warsaw, Polish Information Processing Society, 2023, 35, pp. 1 - 10 (atti di: 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023), Warsaw, Poland, 17–20 September 2023) [Contribution to conference proceedings]Open Access

Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Multi-Agent Cooperative Argumentation in Arg2P, in: AIxIA 2022 – Advances in Artificial Intelligence, Cham, Springer, 2023, 13796, pp. 140 - 153 (atti di: XXI International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, 28 November 2022 – 2 December 2022) [Contribution to conference proceedings]Open Access

Mattia Passeri, Andrea Agiollo, Andrea Omicini, Peer-Reviewed Federated Learning, in: Proceedings of the 24th Workshop "From Objects to Agents", CEUR-WS, 2023, 3579, pp. 49 - 65 (atti di: 24th Workshop “From Objects to Agents” (WOA 2023), Roma, Italy, 6–8 November 2023) [Contribution to conference proceedings]Open Access

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, 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) [Contribution to conference proceedings]Open Access

Roberta Calegari, Giovanni Ciatto, Andrea Omicini, Preface, «JOURNAL OF LOGIC AND COMPUTATION», 2023, 33, pp. 1711 - 1711 [Comment or similar]

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) [Preface]

Stefano Mariani; Andrea Omicini, Special Issue “Advances in Multi-Agent Systems”: Editorial, «APPLIED SCIENCES», 2023, 13, Article number: 3027 , pp. 1 - 4 [Scientific article]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 [Scientific article]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 [Scientific article]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, 2023, 14127, pp. 97 - 115 (atti di: Explainable and Transparent AI and Multi-Agent Systems, London, UK, 29/5/2023—2/6/2023) [Contribution to conference proceedings]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 [Scientific article]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, 2022, 3261, pp. 61 - 76 (atti di: WOA 2022 – 23rd Workshop “From Objects to Agents”, Genova, Italy, 1–3 September 2022) [Contribution to conference proceedings]