TSFNFR: Two-stage fuzzy neighborhood-based feature reduction with binary whale optimization algorithm for imbalanced data classification

Recently developed imbalanced data classification models are mainly focused on the majority class samples. In addition, several whale optimization-based feature reduction models are inefficient for high-dimensional data, readily fall into the local optimum, and are subject to difficulties associated...

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Bibliographic Details

Published in:	Knowledge-based systems Vol. 256; p. 109849
Main Authors:	Sun, Lin, Wang, Xinya, Ding, Weiping, Xu, Jiucheng
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 28.11.2022
Subjects:	Binary Whale Optimization Feature reduction Fuzzy neighborhood Fuzzy neighborhood rough sets Imbalanced data classification Fuzzy neighborhood Imbalanced data classification Fuzzy neighborhood rough sets Feature reduction Binary Whale Optimization
ISSN:	0950-7051, 1872-7409
Online Access:	Get full text
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