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Graph Neural Networks for Graph Drawing
2024 Tiezzi, M.; Ciravegna, G.; Gori, M.
Knowledge-Driven Active Learning
2023 Ciravegna, Gabriele; Precioso, Frédéric; Betti, Alessandro; Mottin, Kevin; Gori, Marco
Learning Logic Explanations by Neural Networks
2023 Ciravegna, Gabriele; Giannini, Francesco; Barbiero, Pietro; Gori, Marco; Lio, Pietro; Maggini, Marco; Melacci, Stefano
Logic explained networks
2023 Ciravegna, G.; Barbiero, P.; Giannini, F.; Gori, M.; Li('o), P.; Maggini, M.; Melacci, S.
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers
2022 Melacci, S.; Ciravegna, G.; Sotgiu, A.; Demontis, A.; Biggio, B.; Gori, M.; Roli, F.
Entropy-Based Logic Explanations of Neural Networks
2022 Barbiero, Pietro; Ciravegna, Gabriele; Giannini, Francesco; Li('(o)), Pietro; Gori, Marco; Melacci, Stefano
A constraint-based approach to learning and explanation
2020 Ciravegna, G.; Giannini, F.; Melacci, S.; Maggini, M.; Gori, M.
Human-driven FOL explanations of deep learning
2020 Ciravegna, G.; Giannini, F.; Gori, M.; Maggini, M.; Melacci, S.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Graph Neural Networks for Graph Drawing / Tiezzi, M.; Ciravegna, G.; Gori, M.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - 35:4(2024), pp. 4668-4681. [10.1109/TNNLS.2022.3184967] | 1-gen-2024 | Ciravegna G.Gori M. + | 09810169.pdf; Graph_Neural_Networks_for_Graph_Drawing.pdf |
| Knowledge-Driven Active Learning / Ciravegna, Gabriele; Precioso, Frédéric; Betti, Alessandro; Mottin, Kevin; Gori, Marco. - 14169:(2023), pp. 38-54. (Intervento presentato al convegno European Conference, ECML PKDD 2023 tenutosi a Turin (ITA) nel September 18–22, 2023) [10.1007/978-3-031-43412-9_3]. | 1-gen-2023 | Gabriele CiravegnaMarco Gori + | KAL.pdf; 978-3-031-43412-9_3.pdf |
| Learning Logic Explanations by Neural Networks / Ciravegna, Gabriele; Giannini, Francesco; Barbiero, Pietro; Gori, Marco; Lio, Pietro; Maggini, Marco; Melacci, Stefano (FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS). - In: Compendium of Neurosymbolic Artificial Intelligence / Hitzler P., Sarker M.K., Eberhart A.. - ELETTRONICO. - [s.l] : IOS Press Ebooks, 2023. - ISBN 9781643684062. - pp. 547-558 [10.3233/FAIA230157] | 1-gen-2023 | Ciravegna, GabrieleGori, Marco + | _Neuro_Symbolic_Artificial_Intelligence__Learning_Logic_Explanations_by_Neural_Networks.pdf |
| Logic explained networks / Ciravegna, G.; Barbiero, P.; Giannini, F.; Gori, M.; Li('o), P.; Maggini, M.; Melacci, S.. - In: ARTIFICIAL INTELLIGENCE. - ISSN 0004-3702. - 314:(2023). [10.1016/j.artint.2022.103822] | 1-gen-2023 | Ciravegna, G.Gori, M. + | 1-s2.0-S000437022200162X-main.pdf |
| Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers / Melacci, S.; Ciravegna, G.; Sotgiu, A.; Demontis, A.; Biggio, B.; Gori, M.; Roli, F.. - In: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. - ISSN 0162-8828. - 44:12(2022), pp. 9944-9959. [10.1109/TPAMI.2021.3137564] | 1-gen-2022 | Ciravegna G.Gori M. + | Domain_Knowledge_Alleviates_Adversarial_Attacks_in_Multi-Label_Classifiers.pdf |
| Entropy-Based Logic Explanations of Neural Networks / Barbiero, Pietro; Ciravegna, Gabriele; Giannini, Francesco; Li('(o)), Pietro; Gori, Marco; Melacci, Stefano. - 36:(2022), pp. 6046-6054. (Intervento presentato al convegno 36th AAAI Conference on Artificial Intelligence tenutosi a Held virtually nel February 22–March 1, 2022) [10.1609/aaai.v36i6.20551]. | 1-gen-2022 | Gabriele CiravegnaMarco Gori + | 20551-Article Text-24564-1-2-20220628.pdf |
| A constraint-based approach to learning and explanation / Ciravegna, G.; Giannini, F.; Melacci, S.; Maggini, M.; Gori, M.. - 34:(2020), pp. 3658-3665. (Intervento presentato al convegno 34th AAAI Conference on Artificial Intelligence, AAAI 2020 tenutosi a New York (USA) nel February 7–12, 2020) [10.1609/aaai.v34i04.5774]. | 1-gen-2020 | Ciravegna G.Gori M. + | 5774-Article Text-8999-1-10-20200513.pdf |
| Human-driven FOL explanations of deep learning / Ciravegna, G.; Giannini, F.; Gori, M.; Maggini, M.; Melacci, S.. - In: IJCAI. - ISSN 1045-0823. - (2020), pp. 2234-2240. (Intervento presentato al convegno 29th International Joint Conference on Artificial Intelligence, IJCAI 2020 tenutosi a Yokohama (JPN) nel January 2021) [10.24963/ijcai.2020/309]. | 1-gen-2020 | Ciravegna G.Gori M. + | 0309.pdf |