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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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Bibliografski detalji
Izdano u:BMC Bioinformatics
Glavni autori: Ghalwash, Mohamed F., Cao, Xi Hang, Stojkovic, Ivan, Obradovic, Zoran
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2016
Teme:
Online pristup: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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