SVM2Motif—Reconstructing Overlapping DNA Sequence Motifs by Mimicking an SVM Predictor

Identifying discriminative motifs underlying the functionality and evolution of organisms is a major challenge in computational biology. Machine learning approaches such as support vector machines (SVMs) achieve state-of-the-art performances in genomic discrimination tasks, but—due to its black-box...

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Udgivet i:PLoS One
Main Authors: Vidovic, Marina M. -C., Görnitz, Nico, Müller, Klaus-Robert, Rätsch, Gunnar, Kloft, Marius
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2015
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4686957/
https://ncbi.nlm.nih.gov/pubmed/26690911
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0144782
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