Feature subset selection using multimodal multiobjective differential evolution

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

Computing, Computer Science, Data Mining +16

Floating search methods in feature selection

Pavel Pudil, Jana Novovičová, Josef Kittler · Pattern Recognition Letters · 1994 · 3.1K citations

Computing, Computer Science, Algorithms +10

A Survey on Evolutionary Computation Approaches to Feature Selection

Bing Xue, Mengjie Zhang, Will N. Browne et al. · IEEE Transactions on Evolutionary Computation · 2015 · 1.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach

Bing Xue, Mengjie Zhang, Will N. Browne · IEEE Transactions on Cybernetics · 2012 · 1.3K citations

Computing, Data Science, Data Mining +16

A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems

Caitong Yue, Boyang Qu, Jing Liang · IEEE Transactions on Evolutionary Computation · 2017 · 570 citations

Natural Sciences, Mathematics, Design Optimization +16