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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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Autors principals: Qi, Yanjun, Tastan, Oznur, Carbonell, Jaime G., Klein-Seetharaman, Judith, Weston, Jason
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2010
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Accés en línia: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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