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04/27/2023
Categorical Foundations of Explainable AI
Explainable AI (XAI) aims to address the human need for safe and reliabl...
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04/27/2023
Interpretable Neural-Symbolic Concept Reasoning
Deep learning methods are highly accurate, yet their opaque decision pro...
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12/21/2022
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks
Nature-inspired optimization Algorithms (NIOAs) are nowadays a popular c...
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06/28/2020
Modeling Generalization in Machine Learning: A Methodological and Computational Study
As machine learning becomes more and more available to the general publi...
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02/20/2020