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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.
Highly Cited
2019
Highly Cited
2019
Deep Generalized Canonical Correlation Analysis
Adrian Benton
,
Huda Khayrallah
,
B. Gujral
,
D. Reisinger
,
Sheng Zhang
,
R. Arora
RepL4NLP@ACL
2019
Corpus ID: 9471964
We present Deep Generalized Canonical Correlation Analysis (DGCCA) – a method for learning nonlinear transformations of…
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Highly Cited
2018
Highly Cited
2018
Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms
Zhi-wen Chen
,
S. Ding
,
Tao Peng
,
Chunhua Yang
,
W. Gui
IEEE Transactions on Industrial Electronics
2018
Corpus ID: 30684761
In this paper, we first study a generalized canonical correlation analysis (CCA)-based fault detection (FD) method aiming at…
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Highly Cited
2018
Highly Cited
2018
Canonical Variate Dissimilarity Analysis for Process Incipient Fault Detection
K. Pilario
,
Yi Cao
IEEE Transactions on Industrial Informatics
2018
Corpus ID: 54452598
Early detection of incipient faults in industrial processes is increasingly becoming important, as these faults can slowly…
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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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Highly Cited
2015
Highly Cited
2015
Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi
,
Benjamin Van Durme
,
R. Arora
NAACL
2015
Corpus ID: 2021980
Multiview LSA (MVLSA) is a generalization of Latent Semantic Analysis (LSA) that supports the fusion of arbitrary views of data…
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2014
2014
Incremental Generalized Canonical Correlation Analysis
Angelos Markos
,
Alfonso Iodice D'Enza
ECDA
2014
Corpus ID: 28159833
Generalized canonical correlation analysis (GCANO) is a versatile technique that allows the joint analysis of several sets of…
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Highly Cited
2014
Highly Cited
2014
Multi-resolution feature fusion for face recognition
Kuong-Hon Pong
,
K. Lam
Pattern Recognit.
2014
Corpus ID: 45107517
Highly Cited
2011
Highly Cited
2011
Generalized canonical correlation for passive multistatic radar detection
K. Bialkowski
,
I. Clarkson
,
S. Howard
IEEE Statistical Signal Processing Workshop (SSP)
2011
Corpus ID: 18479687
In this paper, we consider the problem of target detection in passive multistatic radar. In passive radar, we make use of…
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2002
2002
Nonlinear Generalized Canonical Correlation Analysis by Neural Network Models
Y. Takane
,
Y. Oshima-Takane
2002
Corpus ID: 5588262
A method of K-set canonical correlation analysis capable of joint multivariate nonlinear transformations of data was proposed…
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Highly Cited
2001
Highly Cited
2001
Nonlinear Feature Extraction Using Generalized Canonical Correlation Analysis
T. Melzer
,
M. Reiter
,
H. Bischof
ICANN
2001
Corpus ID: 33570889
This paper introduces a new non-linear feature extraction technique based on Canonical Correlation Analysis (CCA) with…
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