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Learning Logic Explanations by Neural Networks.

, , , , , , and . Compendium of Neurosymbolic Artificial Intelligence, volume 369 of Frontiers in Artificial Intelligence and Applications, IOS Press, (2023)

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Relational Concept Based Models., , , , and . CoRR, (2023)Concept-based Explainable Artificial Intelligence: A Survey., , , , and . CoRR, (2023)Knowledge-driven Active Learning., , and . CoRR, (2021)Extending Logic Explained Networks to Text Classification., , , , , and . EMNLP, page 8838-8857. Association for Computational Linguistics, (2022)Can Domain Knowledge Alleviate Adversarial Attacks in Multi-Label Classifiers?, , , , , , and . CoRR, (2020)Gradient-based Competitive Learning: Theory., , , and . CoRR, (2020)Interpretable Neural-Symbolic Concept Reasoning., , , , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 1801-1825. PMLR, (2023)Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning., , , , , and . AI*IA, volume 14318 of Lecture Notes in Computer Science, page 218-230. Springer, (2023)DNA Microarray Classification: Evolutionary Optimization of Neural Network Hyper-parameters., , , , and . Neural Approaches to Dynamics of Signal Exchanges, volume 151 of Smart Innovation, Systems and Technologies, Springer, (2020)Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain., , , , , and . Neural Approaches to Dynamics of Signal Exchanges, volume 151 of Smart Innovation, Systems and Technologies, Springer, (2020)