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In this paper, a feature extraction method for online classification problems is presented by extending Kernel principal component analysis (KPCA). The proposed incremental KPCA (IKPCA) constructs a nonlinear high-dimensional feature space incrementally by not only updating eigen-axes but also adding new eigen-axes. The augmentation of a new eigen-axis is(More)
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