Subspace learning for unsupervised feature selection via adaptive structure learning and rank approximation

2020 ◽  
Vol 413 ◽  
pp. 72-84
Author(s):  
Ronghua Shang ◽  
Kaiming Xu ◽  
Licheng Jiao
Keyword(s):  
Feature Selection ◽  
Structure Learning ◽  
Subspace Learning ◽  
Unsupervised Feature Selection ◽  
Adaptive Structure ◽  
Rank Approximation

Subspace learning for unsupervised feature selection via matrix factorization

2015 ◽  
Vol 48 (1) ◽  
pp. 10-19 ◽  
Author(s):  
Shiping Wang ◽  
Witold Pedrycz ◽  
Qingxin Zhu ◽  
William Zhu
Keyword(s):  
Feature Selection ◽  
Matrix Factorization ◽  
Subspace Learning ◽  
Unsupervised Feature Selection

Discriminative sparse subspace learning and its application to unsupervised feature selection

2016 ◽  
Vol 61 ◽  
pp. 104-118 ◽  
Author(s):  
Nan Zhou ◽  
Hong Cheng ◽  
Witold Pedrycz ◽  
Yong Zhang ◽  
Huaping Liu
Keyword(s):  
Feature Selection ◽  
Subspace Learning ◽  
Unsupervised Feature Selection

Adaptive structure learning for low-rank supervised feature selection

2018 ◽  
Vol 109 ◽  
pp. 89-96 ◽  
Author(s):  
Yonghua Zhu ◽  
Xuejun Zhang ◽  
Rongyao Hu ◽  
Guoqiu Wen
Keyword(s):  
Feature Selection ◽  
Structure Learning ◽  
Low Rank ◽  
Adaptive Structure
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