SVD based gene selection algorithm

This paper proposes an unsupervised gene selection algorithm based on the singular value decomposition (SVD) to determine the most informative genes from a cancer gene expression dataset. These genes are important for many tasks including cancer clustering and classification, data compression, and s...

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Bibliographic Details
Main Author: Mirzal, Andri
Format: Article
Published: Springer 2014
Subjects:
Online Access:http://eprints.utm.my/id/eprint/62759/
http://dx.doi.org/10.1007/978-981-4585-18-7_26
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