A Primal-Dual Algorithm for Distributed Sparse Principal Component Analysis

Mapping Intimacies ◽

10.1109/icdsca53499.2021.9650142 ◽

2021 ◽

Author(s):

Shengjun Zhang ◽

Colleen P. Bailey

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis ◽

Dual Algorithm ◽

Download Full-text

Lymphocyte-Monocyte-Neutrophil Index: A Predictor of Severity of Coronavirus Disease 2019 Patients Produced by Sparse Principal Component Analysis

SSRN Electronic Journal ◽

10.2139/ssrn.3576895 ◽

2020 ◽

Author(s):

Jian-an Jia ◽

Yingjie Qi ◽

Huiming Li ◽

Nagen Wan ◽

Shuqin Zhang ◽

...

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis

Download Full-text

A novel super-resolution image and video reconstruction approach based on Newton-Thiele’s rational kernel in sparse principal component analysis

Multimedia Tools and Applications ◽

10.1007/s11042-016-3557-1 ◽

2016 ◽

Vol 76 (7) ◽

pp. 9463-9483

Author(s):

Lei He ◽

Jieqing Tan ◽

Xing Huo ◽

Chengjun Xie

Keyword(s):

Principal Component Analysis ◽

Super Resolution ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis ◽

Resolution Image ◽

Video Reconstruction

Download Full-text

Sparse Principal Component Analysis via Rotation and Truncation

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2427451 ◽

2016 ◽

Vol 27 (4) ◽

pp. 875-890 ◽

Author(s):

Zhenfang Hu ◽

Gang Pan ◽

Yueming Wang ◽

Zhaohui Wu

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis

Download Full-text

Eigenvectors from Eigenvalues Sparse Principal Component Analysis (EESPCA)

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2021.1987254 ◽

2021 ◽

pp. 1-33

Author(s):

H. Robert Frost

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis

Download Full-text

Integrative sparse principal component analysis

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2018.02.002 ◽

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

Download Full-text

Two-Dimensional Sparse Principal Component Analysis for Palmprint Recognition

Lecture Notes in Computer Science - Advanced Intelligent Computing Theories and Applications ◽

10.1007/978-3-642-14922-1_76 ◽

2010 ◽

pp. 611-618

Author(s):

Cuntao Xiao

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Palmprint Recognition ◽

Two Dimensional ◽

Sparse Principal Component Analysis

Download Full-text

Approximation bounds for sparse principal component analysis

Mathematical Programming ◽

10.1007/s10107-014-0751-7 ◽

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

Download Full-text

Sparse Principal Component Analysis for Natural Language Processing

Annals of Data Science ◽

10.1007/s40745-020-00277-x ◽

2020 ◽

Author(s):

Reza Drikvandi ◽

Olamide Lawal

Keyword(s):

Principal Component Analysis ◽

Natural Language Processing ◽

Natural Language ◽

Language Processing ◽

Principal Component ◽

Component Analysis ◽

Sparse Principal Component Analysis

Download Full-text

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

BMC Bioinformatics ◽

10.1186/s12859-017-1740-7 ◽

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

Download Full-text

Sparse principal component analysis for feature selection of multiple physiological signals from flight task

2015 15th International Conference on Control, Automation and Systems (ICCAS) ◽

10.1109/iccas.2015.7364994 ◽

2015 ◽

Author(s):

Dongbo Bai ◽

Wei Liming ◽

Wei Chan ◽

Qi Wu ◽

Dan Huang ◽

...

Keyword(s):

Principal Component Analysis ◽

Feature Selection ◽

Principal Component ◽

Component Analysis ◽

Physiological Signals ◽

Sparse Principal Component Analysis ◽

Download Full-text