A two-stage hybrid ant colony optimization for high-dimensional feature selection

作者：

Highlights：

• A two-stage algorithm for high-dimensional feature selection is proposed.

• A advanced hybrid ant colony optimization algorithm is proposed.

• Our method has good selection performance with short running time.

摘要

•A two-stage algorithm for high-dimensional feature selection is proposed.•A advanced hybrid ant colony optimization algorithm is proposed.•Our method has good selection performance with short running time.

论文关键词：Feature selection,Ant colony optimization,High-dimensional data,Classification,Optimal feature subset size

论文评审过程：Received 29 April 2020, Revised 2 February 2021, Accepted 3 March 2021, Available online 9 March 2021, Version of Record 18 March 2021.

论文官网地址：https://doi.org/10.1016/j.patcog.2021.107933