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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Vydáno v:	Knowledge-based systems Ročník 256; s. 109849
Hlavní autoři:	Sun, Lin, Wang, Xinya, Ding, Weiping, Xu, Jiucheng
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 28.11.2022
Témata:	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
On-line přístup:	Získat plný text
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