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Structured feature selection using coordinate descent optimization

BACKGROUND: Existing feature selection methods typically do not consider prior knowledge in the form of structural relationships among features. In this study, the features are structured based on prior knowledge into groups. The problem addressed in this article is how to select one representative...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Ghalwash, Mohamed F., Cao, Xi Hang, Stojkovic, Ivan, Obradovic, Zoran
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4826549/
https://ncbi.nlm.nih.gov/pubmed/27059502
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-016-0954-4
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