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Protein remote homology detection based on bidirectional long short-term memory

BACKGROUND: Protein remote homology detection plays a vital role in studies of protein structures and functions. Almost all of the traditional machine leaning methods require fixed length features to represent the protein sequences. However, it is never an easy task to extract the discriminative fea...

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Bibliographic Details
Published in:BMC Bioinformatics
Main Authors: Li, Shumin, Chen, Junjie, Liu, Bin
Format: Artigo
Language:Inglês
Published: BioMed Central 2017
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5634958/
https://ncbi.nlm.nih.gov/pubmed/29017445
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1842-2
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