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SENSE: Siamese neural network for sequence embedding and alignment-free comparison

MOTIVATION: Sequence analysis is arguably a foundation of modern biology. Classic approaches to sequence analysis are based on sequence alignment, which is limited when dealing with large-scale sequence data. A dozen of alignment-free approaches have been developed to provide computationally efficie...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Zheng, Wei, Yang, Le, Genco, Robert J, Wactawski-Wende, Jean, Buck, Michael, Sun, Yijun
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7963080/
https://ncbi.nlm.nih.gov/pubmed/30346493
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bty887
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