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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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Publié dans:BMC Bioinformatics
Auteurs principaux: Ghalwash, Mohamed F., Cao, Xi Hang, Stojkovic, Ivan, Obradovic, Zoran
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2016
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Accès en ligne: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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