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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

Ruolo editoriale nella rivista «Applied Sciences»

Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini, An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation, in: WOA 2024 – 25th Workshop "From Objects to Agents 2024", Sun SITE Central Europe, RWTH Aachen University, «CEUR WORKSHOP PROCEEDINGS», 2024, 3735, pp. 20 - 32 (atti di: WOA 2024 – 25th Workshop "From Objects to Agents 2024", Bard, AO, Italy, 8-10 July 2024) [Contributo in Atti di convegno]Open Access

Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Alessandro Ricci, Andrea Omicini, Concurrency Model of BDI Programming Frameworks: Why Should We Control It?, in: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 2024, 2024, pp. 2147 - 2149 (atti di: 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, Auckland, New Zealand, 2024) [atti di convegno-poster]

Andrea Agiollo, Paolo Bellavista, Matteo Mendula, Andrea Omicini, EneA-FL: Energy-aware orchestration for serverless federated learning, «FUTURE GENERATION COMPUTER SYSTEMS», 2024, 154, pp. 219 - 234 [articolo]Open Access

Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini, Enforcing Fairness via Constraint Injection with FaUCI, in: AEQUITAS 2024: Fairness and Bias in AI, Aachen, CEUR-WS, «CEUR WORKSHOP PROCEEDINGS», 2024, 3808, pp. 1 - 13 (atti di: AEQUITAS 2024: Fairness and Bias in AI – Workshop @ ECAI 2024, Santiago de Compostela, Spain, 20 October 2024) [Contributo in Atti di convegno]

Davide Calvaresi, Amro Najaar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Joris Hulstijn, Kary Främling, Explainable, Transparent Autonomous Agents and Multi-Agent Systems, Cham, Springer, 2024, pp. 243 (LECTURE NOTES IN COMPUTER SCIENCE). [curatela]

Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea Omicini, From Large Language Models to Small Logic Programs: Building Global Explanations from Disagreeing Local Post-hoc Explainers, «AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS», 2024, 38, Article number: 32, pp. 1 - 33 [articolo]Open Access

Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Alessandro Ricci, Andrea Omicini, On the External Concurrency of Current BDI Frameworks for MAS, in: Engineering Multi-Agent Systems. 12th International Workshop, EMAS 2024, Auckland, New Zealand, May 6–7, 2024, Revised Selected Papers, Cham, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2024, 15152, pp. 42 - 63 (atti di: 12th International Workshop “Engineering Multi-Agent Systems” (EMAS 2024), Auckland, New Zealand, 6-7 May 2024) [Contributo in Atti di convegno]

Davide Calvaresi, Amro Najaar, Andrea Omicini, Kary Främling, Preface, in: Explainable, Transparent Autonomous Agents and Multi-Agent Systems. 6th International Workshop, EXTRAAMAS 2024, Auckland, New Zealand, May 6–10, 2024, Revised Selected Papers, Cham, Springer, 2024, pp. 6 - 6 (LECTURE NOTES IN COMPUTER SCIENCE) [prefazione]

Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini, Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review, «ACM COMPUTING SURVEYS», 2024, 56, Article number: 161, pp. 1 - 35 [articolo]Open Access

Giovanni Ciatto, Matteo Magnini, Berk Bezcu, Reyhan Aydogan, Andrea Omicini, A General-Purpose Protocol for Multi-Agent based Explanations, in: Explainable and Transparent AI and Multi-Agent Systems. EXTRAAMAS 2023., Cham, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 14127, pp. 38 - 58 (atti di: 5th International Workshop on EXplainable and TRAnsparent AI and Multi-Agent Systems (EXTRAAMAS 2023), London, UK, 29/5/2023—2/6/2023) [Contributo in Atti di convegno]Open Access

Matteo Magnini, Giovanni Ciatto, Andrea Omicini, Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems, in: AIxIA 2022 Discussion Papers, Aachen, Sun SITE Central Europe, RWTH Aachen University, «CEUR WORKSHOP PROCEEDINGS», 2023, 3419, pp. 12 - 22 (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

Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor, Burden of Persuasion: A Meta-argumentation Approach, «JOURNAL OF APPLIED LOGICS», 2023, 10, pp. 393 - 420 [articolo]Open Access

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). [curatela]

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) [Contributo in Atti di convegno]Open Access