rCUR: an R package for CUR matrix decomposition

<p>Abstract</p> <p>Background</p> <p>Many methods for dimensionality reduction of large data sets such as those generated in microarray studies boil down to the Singular Value Decomposition (SVD). Although singular vectors associated with the largest singular values hav...

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Bibliographic Details
Main Authors: Bodor András, Csabai István, Mahoney Michael W, Solymosi Norbert
Format: Article
Language:English
Published: BMC 2012-05-01
Series:BMC Bioinformatics
Online Access:http://www.biomedcentral.com/1471-2105/13/103