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Generalized Baum-Welch Algorithm Based on the Similarity between Sequences

The profile hidden Markov model (PHMM) is widely used to assign the protein sequences to their respective families. A major limitation of a PHMM is the assumption that given states the observations (amino acids) are independent. To overcome this limitation, the dependency between amino acids in a mu...

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Detalles Bibliográficos
Autores principales: Rezaei, Vahid, Pezeshk, Hamid, Pérez-Sa'nchez, Horacio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3869655/
https://www.ncbi.nlm.nih.gov/pubmed/24376498
http://dx.doi.org/10.1371/journal.pone.0080565

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