Abstract: Evolutionary feature selection (FS) methods face the challenge of “curse of dimensionality” when dealing with high-dimensional data. Focusing on this challenge, this article studies a ...
Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification
Abstract: With a global search mechanism, particle swarm optimization (PSO) has shown promise in feature selection (FS). However, most of the current PSO-based FS methods use a fix-length ...
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