41 citations · 41 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Survey on Deep Fuzzy Systems in regression applications: a view on interpretability
Jorge S. S. Júnior, Jérôme Mendes, Francisco Souza +1
Regression problems have been more and more embraced by deep learning (DL) techniques. The increasing number of papers recently published in this domain, including surveys and revi…
cs.LG2022★ 41 cited
High-Order Conditional Mutual Information Maximization for dealing with High-Order Dependencies in Feature Selection
Francisco Souza, Cristiano Premebida, Rui Araújo
This paper presents a novel feature selection method based on the conditional mutual information (CMI). The proposed High Order Conditional Mutual Information Maximization (HOCMIM)…