A multi-filter enhanced genetic ensemble system for gene selection and sample classification of microarray data

BACKGROUND: Feature selection techniques are critical to the analysis of high dimensional datasets. This is especially true in gene selection from microarray data which are commonly with extremely high feature-to-sample ratio. In addition to the essential objectives such as to reduce data noise, to...

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Bibliografiske detaljer
Main Authors: Yang, Pengyi, Zhou, Bing B, Zhang, Zili, Zomaya, Albert Y
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2010
Fag:
Research
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3009522/
https://ncbi.nlm.nih.gov/pubmed/20122224
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-S1-S5
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