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Multi-label Learning for Predicting the Activities of Antimicrobial Peptides

Antimicrobial peptides (AMPs) are peptide antibiotics with a broad spectrum of antimicrobial activities. Activity prediction of AMPs from their amino acid sequences is of great therapeutic importance but imposes challenges on prediction methods due to label interactions. In this paper we propose a n...

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Detalles Bibliográficos
Autores principales: Wang, Pu, Ge, Ruiquan, Liu, Liming, Xiao, Xuan, Li, Ye, Cai, Yunpeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5438384/
https://www.ncbi.nlm.nih.gov/pubmed/28526820
http://dx.doi.org/10.1038/s41598-017-01986-9