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A theoretical analysis of gene selection.

Abstract:

A great deal of recent research has focused on the challenging task of selecting differentially expressed genes from microarray data ('gene selection'). Numerous gene selection algorithms have been proposed in the literature, but it is often unclear exactly how these algorithms respond to conditions like small sample-sizes or differing variances. Choosing an appropriate algorithm can therefore be difficult in many cases. In this paper we propose a theoretical analysis of gene selection, in wh...

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Publication status:
Published

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
Journal:
Proceedings / IEEE Computational Systems Bioinformatics Conference, CSB. IEEE Computational Systems Bioinformatics Conference More from this journal
Pages:
131-141
Publication date:
2004-01-01
ISSN:
1551-7497
Language:
English
Keywords:
Pubs id:
pubs:62503
UUID:
uuid:6a0cf6ef-0093-4126-ab20-f7f611deab05
Local pid:
pubs:62503
Source identifiers:
62503
Deposit date:
2012-12-19

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