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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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Dettagli Bibliografici
Pubblicato in:Sci Rep
Autori principali: Wang, Pu, Ge, Ruiquan, Liu, Liming, Xiao, Xuan, Li, Ye, Cai, Yunpeng
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2017
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5438384/
https://ncbi.nlm.nih.gov/pubmed/28526820
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-01986-9
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