Fuzzy Rough Set Feature Selection Based on Inconsistent Nearest Neighbors

Fuzzy rough sets can break the limitation of classical rough sets that can only handle discrete data, effectively selecting features for continuous numerical values. However, they are object-centered and have high time complexity, rendering the handling of high-dimensional and large-scale data diffi...

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Bibliographic Details

Published in:	Jisuanji gongcheng
Main Author:	Jie ZHAO, Wenhao YE, Zhouyang LIANG, Jianxin CHEN, Zhenning DONG
Format:	Article
Language:	English
Published:	Editorial Office of Computer Engineering 2024-01-01
Subjects:	fuzzy rough set|feature selection|level-set|inconsistent nearest neighbors|significance of attributes
Online Access:	https://www.ecice06.com/fileup/1000-3428/PDF/20240111.pdf