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» Non-Linear Dimensionality Reduction

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KDD
2002
ACM

146views Data Mining» more KDD 2002»

Non-linear dimensionality reduction techniques for classification and visualization

14 years 5 months ago

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Michail Vlachos, Carlotta Domeniconi, Dimitrios Gu...

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CVPR
2009
IEEE

248views Computer Vision» more CVPR 2009»

Rank Priors for Continuous Non-Linear Dimensionality Reduction

14 years 12 months ago

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Non-linear dimensionality reductionmethods are powerful techniques to deal with high-dimensional datasets. However, they often are susceptible to local minima and perform poorly ...

Andreas Geiger (Karlsruhe Institute of Technology)...

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PAKDD
2010
ACM

173views Data Mining» more PAKDD 2010»

Distributed Knowledge Discovery with Non Linear Dimensionality Reduction

13 years 2 months ago

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Data mining tasks results are usually improved by reducing the dimensionality of data. This improvement however is achieved harder in the case that data lay on a non linear manifol...

Panagis Magdalinos, Michalis Vazirgiannis, Dialect...

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NIPS
1992

136views Information Technology» more NIPS 1992»

Non-Linear Dimensionality Reduction

13 years 6 months ago

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A method for creating a non

David DeMers, Garrison W. Cottrell

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