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An embedded gene selection method using knockoffs optimizing neural network

An embedded gene selection method using knockoffs optimizing neural network

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e5a0638becfa4fa58661379c3d5a4665

An embedded gene selection method using knockoffs optimizing neural network

About this item

Full title

An embedded gene selection method using knockoffs optimizing neural network

Publisher

London: BioMed Central Ltd

Journal title

BMC bioinformatics, 2020-09, Vol.21 (1), p.1-414, Article 414

Language

English

Formats

Publication information

Publisher

London: BioMed Central Ltd

More information

Scope and Contents

Contents

Gene selection refers to find a small subset of discriminant genes from the gene expression profiles. How to select genes that affect specific phenotypic traits effectively is an important research work in the field of biology. The neural network has better fitting ability when dealing with nonlinear data, and it can capture features automatically...

Alternative Titles

Full title

An embedded gene selection method using knockoffs optimizing neural network

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_e5a0638becfa4fa58661379c3d5a4665

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e5a0638becfa4fa58661379c3d5a4665

Other Identifiers

ISSN

1471-2105

E-ISSN

1471-2105

DOI

10.1186/s12859-020-03717-w

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