IEEE - Institute of Electrical and Electronics Engineers, Inc. - Combining variable selection with dimensionality reduction

Proceedings. 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Author(s): L. Wolf ; S. Bileschi
Sponsor(s): IEEE Comput. Soc
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2005
Conference Location: San Diego, CA, USA, USA
Conference Date: 20 June 2005
Volume: 2
ISBN (Paper): 0-7695-2372-2
ISSN (Paper): 1063-6919
DOI: 10.1109/CVPR.2005.103
Regular:

This paper bridges the gap between variable selection methods (e.g., Pearson coefficients, KS test) and dimensionality reduction algorithms (e.g., PCA, LDA). Variable selection algorithms... View More

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