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09/20/2020
Interpretable-AI Policies using Evolutionary Nonlinear Decision Trees for Discrete Action Systems
Black-box artificial intelligence (AI) induction methods such as deep re...
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08/25/2020
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods
Classification of datasets into two or more distinct classes is an impor...
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08/02/2020
Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems
For supervised classification problems involving design, control, other ...
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12/03/2019
Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks
Convolutional neural networks (CNNs) are the backbones of deep learning ...
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10/08/2018