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» Kernel Change-point Analysis

140

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ICIP
2005
IEEE

250views Image Processing» more ICIP 2005»

Nonlinear dimensionality reduction for classification using kernel weighted subspace method

16 years 5 months ago

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We study the use of kernel subspace methods that learn low-dimensional subspace representations for classification tasks. In particular, we propose a new method called kernel weigh...

Guang Dai, Dit-Yan Yeung

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146

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ICDM
2003
IEEE

153views Data Mining» more ICDM 2003»

Dimensionality Reduction Using Kernel Pooled Local Discriminant Information

15 years 9 months ago

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We study the use of kernel subspace methods for learning low-dimensional representations for classiﬁcation. We propose a kernel pooled local discriminant subspace method and com...

Peng Zhang, Jing Peng, Carlotta Domeniconi

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CIVR
2009
Springer

121views Image Analysis» more CIVR 2009»

A procedure of adaptive kernel combination with kernel-target alignment for object classification

15 years 10 months ago