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Negative label-Aware and correlation-Enhanced multi-Label feature selection

delete2025-11-02
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PRE
AI
X
Xiang Li
付慧敏 cover
付慧敏 (Fu, Huimin)
X
Xiaoou Huang
T
Tianyi Xie
任灵飞 (Lingfei Ren)
W
Wanfu Gao
李永豪 cover
李永豪 (Yonghao Li)
杨新 cover
杨新 (Xin Yang)
DOI:10.1016/j.knosys.2025.114797delete
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Abstract

Abstract

En 中文
• Leverages negative labels to capture complex label relationships and enhance discrimination. • Constructs feature correlations to align primitive and mirrored label spaces. • Introduces sparsity regularization to address ambiguous labels and induce feature sparsity.

Journal

K
Knowledge-Based Systems
IF:
7.6
Papers:
1.2W
Citations:
4.5W

Organization

S
Southwestern University of Finance and Economics
Scholars:
938
Papers: 584
Citations: 56
J
Jilin University
Scholars:
8.6W
Papers: 5.5W
Citations: 8.9K