A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine

10.1016/S0925-2312(03)00433-8

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Bibliographic Details
Main Authors:	Cao, L.J., Chua, K.S., Chong, W.K., Lee, H.P., Gu, Q.M.
Other Authors:	MATHEMATICS
Format:	Article
Published:	2014
Subjects:	Independent component analysis Kernel principal component analysis Principal component analysis Support vector machines
Online Access:	http://scholarbank.nus.edu.sg/handle/10635/102621
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Institution:	National University of Singapore

id	sg-nus-scholar.10635-102621
record_format	dspace
spelling	sg-nus-scholar.10635-1026212023-10-30T07:42:35Z A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine Cao, L.J. Chua, K.S. Chong, W.K. Lee, H.P. Gu, Q.M. MATHEMATICS Independent component analysis Kernel principal component analysis Principal component analysis Support vector machines 10.1016/S0925-2312(03)00433-8 Neurocomputing 55 1-2 321-336 NRCGE 2014-10-28T02:27:46Z 2014-10-28T02:27:46Z 2003-09 Article Cao, L.J., Chua, K.S., Chong, W.K., Lee, H.P., Gu, Q.M. (2003-09). A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine. Neurocomputing 55 (1-2) : 321-336. ScholarBank@NUS Repository. https://doi.org/10.1016/S0925-2312(03)00433-8 09252312 http://scholarbank.nus.edu.sg/handle/10635/102621 000186355100017 Scopus
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	Independent component analysis Kernel principal component analysis Principal component analysis Support vector machines
spellingShingle	Independent component analysis Kernel principal component analysis Principal component analysis Support vector machines Cao, L.J. Chua, K.S. Chong, W.K. Lee, H.P. Gu, Q.M. A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine
description	10.1016/S0925-2312(03)00433-8
author2	MATHEMATICS
author_facet	MATHEMATICS Cao, L.J. Chua, K.S. Chong, W.K. Lee, H.P. Gu, Q.M.
format	Article
author	Cao, L.J. Chua, K.S. Chong, W.K. Lee, H.P. Gu, Q.M.
author_sort	Cao, L.J.
title	A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine
title_short	A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine
title_full	A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine
title_fullStr	A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine
title_full_unstemmed	A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine
title_sort	comparison of pca, kpca and ica for dimensionality reduction in support vector machine
publishDate	2014
url	http://scholarbank.nus.edu.sg/handle/10635/102621
_version_	1781787612286025728

A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine

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