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» Dimensionality reduction and generalization

20

CVPR
2005
IEEE

169views Computer Vision» more CVPR 2005»

Combining Variable Selection with Dimensionality Reduction

14 years 10 months ago

Combining Variable Selection with Dimensionality Reduction

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Lior Wolf, Stanley M. Bileschi

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24

CVPR
2007
IEEE

169views Computer Vision» more CVPR 2007»

Dimensionality Reduction and Clustering on Statistical Manifolds

14 years 10 months ago

Dimensionality Reduction and Clustering on Statistical Manifolds

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Sang-Mook Lee, A. Lynn Abbott, Philip A. Araman

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23

ICIP
2000
IEEE

145views Image Processing» more ICIP 2000»

Dimensionality Reduction for Image Retrieval

14 years 10 months ago

Dimensionality Reduction for Image Retrieval

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Peng Wu, B. S. Manjunath, H. D. Shin

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29

ICCV
2003
IEEE

196views Computer Vision» more ICCV 2003»

Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences

14 years 10 months ago

Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences

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Dimensionality reduction techniques seek to represent a set of images as a set of points in a low dimensional space. Here we explore a video representation that considers a video ...

Robert Pless

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64

VLDB
2007
ACM

174views Database» more VLDB 2007»

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing

14 years 8 months ago

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing

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Abstract The notorious "dimensionality curse" is a wellknown phenomenon for any multi-dimensional indexes attempting to scale up to high dimensions. One well-known approa...

Heng Tao Shen, Xiaofang Zhou, Aoying Zhou

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