A note on kernel principal component regression

Kernel principal component regression (KPCR) was studied by Rosipal et al. [18, 19, 20], Hoegaerts et al. [7], and Jade et al. [8]. However, KPCR still encounters theoretical difficulties in the procedure for constructing KPCR and in the choice rule for the retained number of principal components. I...

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Bibliographic Details
Main Authors: Wibowo, Antoni, Yamamoto, Yoshitsugu
Format: Article
Published: Springer 2012
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Online Access:http://eprints.utm.my/id/eprint/32762/
http://dx.doi.org/ 10.1007/s10598-012-9143-0
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Institution: Universiti Teknologi Malaysia