In statistics, the generalized canonical correlation analysis (gCCA), is a way of making sense of cross-correlation matrices between the sets ofâ€¦Â (More)

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2017

2017

- Adrian Benton, Huda Khayrallah, Biman Gujral, Drew Reisinger, Sheng Zhang, Raman Arora
- ArXiv
- 2017

We present Deep Generalized Canonical Correlation Analysis (DGCCA) â€“ a method for learning nonlinear transformations ofâ€¦Â (More)

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2015

2015

- Arthur Tenenhaus, Cathy Philippe, Vincent Frouin
- Computational Statistics & Data Analysis
- 2015

A classical problem in statistics is to study relationships between several blocks of variables. The goal is to find variables ofâ€¦Â (More)

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2015

2015

Regularized Generalized Canonical Correlation Analysis (RGCCA) is currently geared for the analysis two-way data matrix. In thisâ€¦Â (More)

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2014

2014

- Cencheng Shen, Ming Sun, Minh Tang, Carey E. Priebe
- J. Multivariate Analysis
- 2014

For multiple multivariate data sets, we derive conditions under which Generalized Canonical Correlation Analysis improvesâ€¦Â (More)

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2013

2013

- 2013

Regularized Generalized Canonical Correlation Analysis (RGCCA) is a component-based approach which aims at studying theâ€¦Â (More)

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2011

2011

- Konstanty S. Bialkowski, I. Vaughan L. Clarkson, Stephen D. Howard
- 2011 IEEE Statistical Signal Processing Workshopâ€¦
- 2011

In this paper, we consider the problem of target detection in passive multistatic radar. In passive radar, we make use ofâ€¦Â (More)

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2009

2009

- M. van de Velden, Y. Takane
- 2009

Two new methods for dealing with missing values in generalized canonical correlation analysis are introduced. The first approachâ€¦Â (More)

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2008

2008

- Fu-Chang Liu, Quan-Sen Sun, Jian Zhang, De-Shen Xia
- 2008 International Symposium on Computer Scienceâ€¦
- 2008

Canonical Correlation Analysis (CCA) is a well-known method for feature extraction and dimension reduction. CCA canâ€¦Â (More)

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2005

2005

- Quan-Sen Sun, Pheng-Ann Heng, Zhong Jin, De-Shen Xia
- ICIC
- 2005

We have proposed a new feature extraction method and a new feature fusion strategy based on generalized canonical correlationâ€¦Â (More)

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2001

2001

- Thomas Melzer, Michael Reiter, Horst Bischof
- ICANN
- 2001

This paper introduces a new non-linear feature extraction technique based on Canonical Correlation Analysis (CCA) withâ€¦Â (More)

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