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Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins

Motivation: Protein–protein interactions (PPIs) are critical for virtually every biological function. Recently, researchers suggested to use supervised learning for the task of classifying pairs of proteins as interacting or not. However, its performance is largely restricted by the availability of...

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Detalhes bibliográficos
Main Authors: Qi, Yanjun, Tastan, Oznur, Carbonell, Jaime G., Klein-Seetharaman, Judith, Weston, Jason
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2010
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2935441/
https://ncbi.nlm.nih.gov/pubmed/20823334
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq394
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