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Kernel and Nonlinear Canonical Correlation Analysis
Como, Italy July 24-July 27
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.10005IEEE-INNS-ENNS International Joint Co ...
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Pei Ling Lai, Colin Fyfe, "Kernel and Nonlinear Canonical Correlation Analysis," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 4, pp. 4614, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 4, 2000.
 
 
BibTex
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@article{ 10.1109/IJCNN.2000.10005,
author = {Pei Ling Lai and Colin Fyfe},
title = {Kernel and Nonlinear Canonical Correlation Analysis},
journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on},
volume = {4},
year = {2000},
issn = {1098-7576},
pages = {4614},
doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.10005},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
TI - Kernel and Nonlinear Canonical Correlation Analysis
SN - 1098-7576
SP
EP
A1 - Pei Ling Lai,
A1 - Colin Fyfe,
PY - 2000
VL - 4
JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
ER -
 
Pei Ling Lai, University of Paisley
Colin Fyfe, University of Paisley
We have previously [4] derived a neural network implementation of the statistical technique of Canonical Correlation Analysis (CCA). We extend this to nonlinear CCA either by adding a non-linearity to our neural method or by nonlinearly transforming the data to a feature space and then performing linear CCA in this feature space. We give comparative results on both artificial and real data sets.
Citation:
Pei Ling Lai, Colin Fyfe, "Kernel and Nonlinear Canonical Correlation Analysis," ijcnn, vol. 4, pp.4614, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 4, 2000
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