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Generalized canonical correlation
In statistics, the generalized canonical correlation analysis (gCCA), is a way of making sense of cross-correlation matrices between the sets of…
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Related topics
Related topics
4 relations
Cross-correlation
Helmert–Wolf blocking
Principal component analysis
Broader (1)
Estimation theory
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Kernel Generalized Canonical Correlation and a New Feature Fusion Strategy
Lina Wei
,
Quansen Sun
,
Xizhan Gao
International Conference on Adaptive and…
2019
Corpus ID: 197661149
When processing face images, we usually use the data analysis tools to find the underlying relations in data. As an extraction…
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2017
2017
The RGCCA package for Regularized/Sparse Generalized Canonical Correlation Analysis
2017
Corpus ID: 37142161
2 Multiblock data analysis with the RGCCA package 1 2.1 Regularized Generalized Canonical Correlation Analysis…
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2015
2015
L'Analyse Factorielle Discriminante de Tableaux Multiples
Ph. Casin
2015
Corpus ID: 124672929
L'objet de cet article est de proposer une nouvelle technique, l'analyse factorielle discriminante de Tableaux Multiples, qui…
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2015
2015
Multiway Regularized Generalized Canonical Correlation Analysis
A. Tenenhaus
,
L. Brusquet
,
Gisela Lechuga
2015
Corpus ID: 42320428
L'Analyse Canonique Generalisee Regularisee (RGCCA) permet l'´ etude des relations entre differents blocs de donnees. Dans ce…
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2015
2015
Regularized Generalized Canonical Correlation analysis for Multiway data.
A. Tenenhaus
,
L. Brusquet
2015
Corpus ID: 64931106
Several examples of either three-way data or multiblock data can be found in a variety of domains including chemometrics…
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2013
2013
Regularized Generalized Canonical Correlation Analysis and PLS Path Modeling
A. Tenenhaus
2013
Corpus ID: 124713436
Regularized Generalized Canonical Correlation Analysis (RGCCA) and Partial Least Squares Path Modeling (PLSPM) have been proposed…
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2011
2011
Gabor-Feature Hallucination based on Generalized Canonical Correlation Analysis for face recognition
Kuong-Hon Pong
,
K. Lam
International Symposium on Intelligent Signal…
2011
Corpus ID: 17703812
In face recognition, image resolution is an important factor which has a great influence on the recognition rate. In traditional…
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2011
2011
Evaluation of functional connectivity in control and ADHD subjects by generalized Canonical Correlation and Probabilistic Independent Component Analysis
AmirEhsan Lashkari
,
H. Soltanian-Zadeh
,
G. Hosseinzadeh
Iranian Conference on Biomedical Engineering
2011
Corpus ID: 30606371
Functional connectivity can be evaluated by temporal correlation between spatial neurophysiologic events or correlation between…
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2010
2010
Spatiotemporal fMRI data processing using generalized canonical correlation analysis
B. Afshin-Pour
,
G. Hossein-Zadeh
,
S. Strother
,
C. Grady
,
H. Soltanian-Zadeh
Iranian Conference on Biomedical Engineering
2010
Corpus ID: 25735441
Common fMRI data processing techniques usually minimize a temporal cost function or fit a temporal model to extract an activity…
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2005
2005
Face Recognition Based on Generalized Canonical Correlation Analysis
Quansen Sun
,
P. Heng
,
Zhong Jin
,
D. Xia
International Conference on Intelligent Computing
2005
Corpus ID: 5496463
We have proposed a new feature extraction method and a new feature fusion strategy based on generalized canonical correlation…
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