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» Dimensionality reduction and generalization
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CVPR
2005
IEEE
16 years 5 months ago
Combining Variable Selection with Dimensionality Reduction
Lior Wolf, Stanley M. Bileschi
109
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CVPR
2007
IEEE
16 years 5 months ago
Dimensionality Reduction and Clustering on Statistical Manifolds
Sang-Mook Lee, A. Lynn Abbott, Philip A. Araman
ICIP
2000
IEEE
16 years 5 months ago
Dimensionality Reduction for Image Retrieval
Peng Wu, B. S. Manjunath, H. D. Shin
ICCV
2003
IEEE
16 years 5 months ago
Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences
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
VLDB
2007
ACM
174views Database» more  VLDB 2007»
16 years 3 months ago
An adaptive and dynamic dimensionality reduction method for high-dimensional indexing
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