Dimensionality reduction

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Author: Dr. Junbin Gao, Charles Sturt University, Bathurst, Australia
Author: Dr. Yi Guo, School of Mathematics, Computer Science and Statistics, University of New England, Armidale, NSW, Australia
Author: Dr. Paul Kwan, School of Mathematics, Statistics and Computer Science, University of New England, Armidale, AUSTRALIA

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Dr. Junbin Gao accepted the invitation on 5 January 2007 (self-imposed deadline: 5 May 2007).

This article will briefly cover: Dimensionality Reduction Methods: PCA, PPCA, MDS, ISOMAP, LVGPM, LE, KLE and TKE.

Invited by: Dr. Eugene M. Izhikevich, Editor-in-Chief of Scholarpedia, the peer-reviewed open-access encyclopedia
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