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Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure

BACKGROUND: Protein secondary structure prediction provides insight into protein function and is a valuable preliminary step for predicting the 3D structure of a protein. Dynamic Bayesian networks (DBNs) and support vector machines (SVMs) have been shown to provide state-of-the-art performance in se...

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Detalhes bibliográficos
Main Authors: Aydin, Zafer, Singh, Ajit, Bilmes, Jeff, Noble, William S
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3118164/
https://ncbi.nlm.nih.gov/pubmed/21569525
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-154
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