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Stable feature selection based on the ensemble L(1)-norm support vector machine for biomarker discovery

BACKGROUND: Lately, biomarker discovery has become one of the most significant research issues in the biomedical field. Owing to the presence of high-throughput technologies, genomic data, such as microarray data and RNA-seq, have become widely available. Many kinds of feature selection techniques h...

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Detalhes bibliográficos
Publicado no:BMC Genomics
Main Authors: Moon, Myungjin, Nakai, Kenta
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5260053/
https://ncbi.nlm.nih.gov/pubmed/28155664
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12864-016-3320-z
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