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Adaptive feature selection method for high-dimensional imbalanced data classification

WU Jianzhen XUE Zhen ZHANG Liangliang YANG Xu

Journal of Measurement Science and Instrumentation2025，Vol.16Issue(4)：P.612-624,13.

Journal of Measurement Science and Instrumentation2025，Vol.16Issue(4)：P.612-624,13.DOI:10.62756/jmsi.1674-8042.2025059

Adaptive feature selection method for high-dimensional imbalanced data classification

WU Jianzhen ¹XUE Zhen ²ZHANG Liangliang ¹YANG Xu¹

作者信息

1. School of Mathematics,North University of China,Taiyuan 030051,China
2. School of Mathematics,North University of China,Taiyuan 030051,China Department of Mathematics,City University of Hong Kong,Kowloon 999077,Hong Kong,China
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摘要

关键词

high-dimensional imbalanced data/adaptive feature selection/adaptive multi-filter/feature hardness/gaining sharing knowledge based algorithm/metaheuristic algorithm

分类

信息技术与安全科学

引用本文复制引用

WU Jianzhen,XUE Zhen,ZHANG Liangliang,YANG Xu..Adaptive feature selection method for high-dimensional imbalanced data classification[J].Journal of Measurement Science and Instrumentation,2025,16(4):P.612-624,13.

基金项目

supported by Fundamental Research Program of Shanxi Province(Nos.202203021211088,202403021212254,202403021221109) （Nos.202203021211088,202403021212254,202403021221109）

Graduate Research Innovation Project in Shanxi Province(No.2024KY616). （No.2024KY616）

Journal of Measurement Science and Instrumentation

ISSN：1674-8042

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