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Group sparse regularization for adaptive multi-view feature selection

delete2026-06-30
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PRE
AI
Y
Yadi Wang
P
Pengfei Ma
Y
Yinfeng Hao *
L
Liming Liu
Y
Yanling Shao
DOI:10.1016/j.asoc.2026.115846delete
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摘要

摘要

En 中文
• 特征通过基于密度的聚类并自动估计组别进行分组。• 提出了一种新颖的基于组的正则化项,以突出重要特征组并削弱不重要组。• 在统一框架中提出了一种自适应多视图特征选择模型。• 开发了一种高效的迭代算法以求解所提出的优化模型。

期刊

Applied Soft Computing 封面图
Applied Soft Computing
IF:
6.6
论文数:
1.4W
被引数:
4.8W

机构

N
nanyang institute of technology
学者数:
462
论文数: 161
被引数: 0
H
henan university
学者数:
2.3W
论文数: 1.3W
被引数: 20
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