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» Semi-supervised nonlinear dimensionality reduction

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ICIP
2005
IEEE

250views Image Processing» more ICIP 2005»

Nonlinear dimensionality reduction for classification using kernel weighted subspace method

14 years 9 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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ICDM
2006
IEEE

117views Data Mining» more ICDM 2006»

Linear and Non-Linear Dimensional Reduction via Class Representatives for Text Classification

14 years 1 months ago

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Dimitrios Zeimpekis, Efstratios Gallopoulos

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AAAI
2006

112views Intelligent Agents» more AAAI 2006»

An Introduction to Nonlinear Dimensionality Reduction by Maximum Variance Unfolding

13 years 9 months ago

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Kilian Q. Weinberger, Lawrence K. Saul

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PRL
1998

55views more PRL 1998»

Non-linear dimensionality reduction techniques for unsupervised feature extraction

13 years 7 months ago

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Steve De Backer, Antoine Naud, Paul Scheunders

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IJCV
2010

90views more IJCV 2010»

Nonlinear Dimensionality Reduction by Topologically Constrained Isometric Embedding

13 years 6 months ago

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