Foto del docente

Matteo Magnini

Dottorando

Dipartimento di Informatica - Scienza e Ingegneria

Tutor didattico

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

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]

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

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 [articolo]

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

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]

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

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, «LECTURE NOTES IN COMPUTER SCIENCE», 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) [Contributo in Atti di convegno]Open Access