Efficient Dimensionality Reduction for Canonical Correlation Analysis

SIAM Journal on Scientific Computing ◽

10.1137/130919222 ◽

2014 ◽

Vol 36 (5) ◽

pp. S111-S131 ◽

Author(s):

Haim Avron ◽

Christos Boutsidis ◽

Sivan Toledo ◽

Anastasios Zouzias

Keyword(s):

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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Canonical correlation analysis for dimensionality reduction of sleep apnea features based on ECG single lead

2016 9th Biomedical Engineering International Conference (BMEiCON) ◽

10.1109/bmeicon.2016.7859617 ◽

2016 ◽

Author(s):

Pimporn Moeynoi ◽

Yuttana Kitjaidure

Keyword(s):

Sleep Apnea ◽

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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A novel semi-supervised canonical correlation analysis and extensions for multi-view dimensionality reduction

Journal of Visual Communication and Image Representation ◽

10.1016/j.jvcir.2014.09.004 ◽

2014 ◽

Vol 25 (8) ◽

pp. 1894-1904 ◽

Author(s):

XiaoBo Shen ◽

QuanSen Sun

Keyword(s):

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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Fractional-order embedding canonical correlation analysis and its applications to multi-view dimensionality reduction and recognition

Pattern Recognition ◽

10.1016/j.patcog.2013.09.009 ◽

2014 ◽

Vol 47 (3) ◽

pp. 1411-1424 ◽

Author(s):

Yun-Hao Yuan ◽

Quan-Sen Sun ◽

Hong-Wei Ge

Keyword(s):

Correlation Analysis ◽

Dimensionality Reduction ◽

Fractional Order ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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Consecutive Dimensionality Reduction by Canonical Correlation Analysis for Visualization of Convolutional Neural Networks

Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications ◽

10.5687/sss.2017.160 ◽

2017 ◽

Vol 2017 (0) ◽

pp. 160-167 ◽

Author(s):

Akinori Hidaka ◽

Takio Kurita

Keyword(s):

Neural Networks ◽

Correlation Analysis ◽

Dimensionality Reduction ◽

Convolutional Neural Networks ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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Group Information-Based Dimensionality Reduction via Canonical Correlation Analysis

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-46672-9_34 ◽

2016 ◽

pp. 297-305

Author(s):

Haiping Zhu ◽

Hongming Shan ◽

Youngjoo Lee ◽

Yiwei He ◽

Qi Zhou ◽

...

Keyword(s):

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Group Information

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A randomized exponential canonical correlation analysis method for data analysis and dimensionality reduction

Applied Numerical Mathematics ◽

10.1016/j.apnum.2020.09.013 ◽

2020 ◽

Author(s):

Gang Wu ◽

Fei Li

Keyword(s):

Data Analysis ◽

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Analysis Method ◽

Correlation Analysis Method

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Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis

Pattern Recognition ◽

10.1016/j.patcog.2012.02.007 ◽

2012 ◽

Vol 45 (8) ◽

pp. 3003-3016 ◽

Author(s):

Xiaofeng Zhu ◽

Zi Huang ◽

Heng Tao Shen ◽

Jian Cheng ◽

Changsheng Xu

Keyword(s):

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Kernel Canonical Correlation Analysis

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Cost Sensitive Semi-Supervised Canonical Correlation Analysis for Multi-view Dimensionality Reduction

Neural Processing Letters ◽

10.1007/s11063-016-9532-z ◽

2016 ◽

Vol 45 (2) ◽

pp. 411-430 ◽

Author(s):

Jianwu Wan ◽

Hongyuan Wang ◽

Ming Yang

Keyword(s):

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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Supervised Canonical Correlation Analysis of Data on Symmetric Positive Definite Manifolds by Riemannian Dimensionality Reduction

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp40776.2020.9054243 ◽

2020 ◽

Author(s):

Faezeh Fallah ◽

Bin Yang

Keyword(s):

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Positive Definite ◽

Symmetric Positive Definite

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A New Locality-Preserving Canonical Correlation Analysis Algorithm for Multi-View Dimensionality Reduction

Neural Processing Letters ◽

10.1007/s11063-012-9238-9 ◽

2012 ◽

Vol 37 (2) ◽

pp. 135-146 ◽

Author(s):

Fengshan Wang ◽

Daoqiang Zhang

Keyword(s):

Correlation Analysis ◽

Dimensionality Reduction ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Analysis Algorithm ◽

Locality Preserving

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