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A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery

Multiple Sequence Alignment and Motif Discovery, known as NP-hard problems, are two fundamental tasks in Bioinformatics. Existing approaches to these two problems are based on either local search methods such as Expectation Maximization (EM), Gibbs Sampling or greedy heuristic methods. In this work,...

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Detalhes bibliográficos
Publicado no:JMLR Workshop Conf Proc
Main Authors: Yen, Ian E. H., Lin, Xin, Zhang, Jiong, Ravikumar, Pradeep, Dhillon, Inderjit S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4993214/
https://ncbi.nlm.nih.gov/pubmed/27559428
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