43 citations · 52 across the 5 of their papers we have counts for
Showing cs.ITShow all
2 papers · 1 filter
cs.IT2022
A GA-like Dynamic Probability Method With Mutual Information for Feature Selection
Gaoshuai Wang, Fabrice Lauri, Amir Hajjam El Hassani
Feature selection plays a vital role in promoting the classifier's performance. However, current methods ineffectively distinguish the complex interaction in the selected features.…
cs.IT2022★ 1 cited
An Adaptive Neighborhood Partition Full Conditional Mutual Information Maximization Method for Feature Selection
Gaoshuai Wang, Fabrice Lauri, Pu Wang +2
Feature selection is used to eliminate redundant features and keep relevant features, it can enhance machine learning algorithm's performance and accelerate computing speed. In var…