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Learning gene regulatory networks from only positive and unlabeled data

<p>Abstract</p> <p>Background</p> <p>Recently, supervised learning methods have been exploited to reconstruct gene regulatory networks from gene expression data. The reconstruction of a network is modeled as a binary classification problem for each pair of genes. A stat...

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Main Authors: Elkan Charles, Cerulo Luigi, Ceccarelli Michele
Formáid: Artigo
Teanga:Inglês
Foilsithe: BMC 2010-05-01
Sraith:BMC Bioinformatics
Rochtain Ar Líne:http://www.biomedcentral.com/1471-2105/11/228
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