Vol: 40 Page: 105

Authors:
Karol Deręgowski
Mirosław Krzyśko

Title:
 Nonlinear principal component analysis

Language: English

Keywords:
nonlinear principal component analysis
kernel functions

Summary:
In this paper, we propose two approaches to the construction of nonlinear principal components. By the use of kernel functions, one can efficiently compute nonlinear principal components in high-dimensional feature space, related to input space by some nonlinear transformation.

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