High-dimensional multi-objective feature selection with niche-based binary differential evolution

•The model for the multi-objective feature selection problem has been established.•A niche-based binary differential evolution algorithm is proposed.•The MONBDE algorithm outperforms the comparison algorithms in terms of performance. Feature selection is a critical step in machine learning and data...

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Vydáno v:	Expert systems with applications Ročník 298; s. 129478
Hlavní autoři:	Yue, Xuezhi, Zuo, Xiang, Ling, Pengfei, Xiong, Chao, Peng, Hu, Zeng, Yuan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.03.2026
Témata:	Differential evolution Feature selection Multi-objective optimization Redundant solution repair Differential evolution Feature selection Multi-objective optimization Redundant solution repair
ISSN:	0957-4174
On-line přístup:	Získat plný text
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