scholarly journals Incorporating biological information in sparse principal component analysis with application to genomic data

2017 ◽  
Vol 18 (1) ◽  
Author(s):  
Ziyi Li ◽  
Sandra E. Safo ◽  
Qi Long
Keyword(s):  
Principal Component Analysis ◽  
Genomic Data ◽  
Principal Component ◽  
Component Analysis ◽  
Biological Information ◽  
Sparse Principal Component Analysis

Integrative sparse principal component analysis

2018 ◽  
Vol 166 ◽  
pp. 1-16 ◽  
Author(s):  
Kuangnan Fang ◽  
Xinyan Fan ◽  
Qingzhao Zhang ◽  
Shuangge Ma
Keyword(s):  
Principal Component Analysis ◽  
Principal Component ◽  
Component Analysis ◽  
Sparse Principal Component Analysis

scholarly journals Approximation bounds for sparse principal component analysis

2014 ◽  
Vol 148 (1-2) ◽  
pp. 89-110 ◽  
Author(s):  
Alexandre d’Aspremont ◽  
Francis Bach ◽  
Laurent El Ghaoui
Keyword(s):  
Principal Component Analysis ◽  
Principal Component ◽  
Component Analysis ◽  
Sparse Principal Component Analysis
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