Eigenvector-based sparse canonical correlation analysis: Fast computation for estimation of multiple canonical vectors

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2021.104781 ◽

2021 ◽

pp. 104781

Author(s):

Wenjia Wang ◽

Yi-Hui Zhou

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Fast Computation ◽

Sparse Canonical Correlation Analysis

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Distributed sparse canonical correlation analysis in clustering sensor data

2013 Asilomar Conference on Signals, Systems and Computers ◽

10.1109/acssc.2013.6810359 ◽

2013 ◽

Author(s):

Jia Chen ◽

Ioannis D. Schizas

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Sensor Data ◽

Sparse Canonical Correlation Analysis

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Inferring gene–gene interactions and functional modules using sparse canonical correlation analysis

The Annals of Applied Statistics ◽

10.1214/14-aoas792 ◽

2015 ◽

Vol 9 (1) ◽

pp. 300-323 ◽

Author(s):

Y. X. Rachel Wang ◽

Keni Jiang ◽

Lewis J. Feldman ◽

Peter J. Bickel ◽

Haiyan Huang

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Gene Interactions ◽

Functional Modules ◽

Sparse Canonical Correlation Analysis

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Robust Sparse Canonical Correlation Analysis

SSRN Electronic Journal ◽

10.2139/ssrn.2548959 ◽

2015 ◽

Author(s):

Ines Wilms ◽

Christophe Croux

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Sparse Canonical Correlation Analysis

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Sparse canonical correlation analysis applied to fMRI and genetic data fusion

2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2010.5706603 ◽

2010 ◽

Author(s):

David Boutte ◽

Jingyu Liu

Keyword(s):

Correlation Analysis ◽

Data Fusion ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Genetic Data ◽

Sparse Canonical Correlation Analysis

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Sparse canonical correlation analysis relates network-level atrophy to multivariate cognitive measures in a neurodegenerative population

10.1016/j.neuroimage.2013.09.048 ◽

2014 ◽

Vol 84 ◽

pp. 698-711 ◽

Author(s):

Brian B. Avants ◽

David J. Libon ◽

Katya Rascovsky ◽

Ashley Boller ◽

Corey T. McMillan ◽

...

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Cognitive Measures ◽

Sparse Canonical Correlation Analysis

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Multivariate association between brain function and eating disorders using sparse canonical correlation analysis

PLoS ONE ◽

10.1371/journal.pone.0237511 ◽

2020 ◽

Vol 15 (8) ◽

pp. e0237511 ◽

Author(s):

Hyebin Lee ◽

Bo-yong Park ◽

Kyoungseob Byeon ◽

Ji Hye Won ◽

Mansu Kim ◽

...

Keyword(s):

Eating Disorders ◽

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Brain Function ◽

Canonical Correlation ◽

Sparse Canonical Correlation Analysis

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Association Study of Alzheimer’s Disease with Tree-Guided Sparse Canonical Correlation Analysis

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-04239-4_53 ◽

2018 ◽

pp. 585-597

Author(s):

Shangchen Zhou ◽

Shuai Yuan ◽

Zhizhuo Zhang ◽

Zenglin Xu

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Correlation Analysis ◽

Association Study ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Sparse Canonical Correlation Analysis

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Fusing of Electroencephalogram and Eye Movement with Group Sparse Canonical Correlation Analysis for Anxiety Detection

IEEE Transactions on Affective Computing ◽

10.1109/taffc.2020.2981440 ◽

2020 ◽

pp. 1-1

Author(s):

Xiaowei Zhang ◽

Jing Pan ◽

Jian Shen ◽

Zia Ud Din ◽

Junlei Li ◽

...

Keyword(s):

Correlation Analysis ◽

Eye Movement ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Sparse Canonical Correlation Analysis

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Detecting common genomic mechanism between diseases using paired sparse canonical correlation analysis

2016 International Conference on Machine Learning and Cybernetics (ICMLC) ◽

10.1109/icmlc.2016.7860887 ◽

2016 ◽

Author(s):

So Young Ryu ◽

Ronald W. Davis ◽

Wenzhong Xiao

Keyword(s):

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Sparse Canonical Correlation Analysis

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Partial sparse canonical correlation analysis (PSCCA) for population studies in medical imaging

2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi.2012.6235759 ◽

2012 ◽

Author(s):

Paramveer S. Dhillon ◽

Brian Avants ◽

Lyle Ungar ◽

James C. Gee

Keyword(s):

Medical Imaging ◽

Correlation Analysis ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Population Studies ◽

Sparse Canonical Correlation Analysis

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