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Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis

BACKGROUND: Protein-protein interactions (PPIs) play crucial roles in the execution of various cellular processes and form the basis of biological mechanisms. Although large amount of PPIs data for different species has been generated by high-throughput experimental techniques, current PPI pairs obt...

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Detalhes bibliográficos
Main Authors: You, Zhu-Hong, Lei, Ying-Ke, Zhu, Lin, Xia, Junfeng, Wang, Bing
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3654889/
https://ncbi.nlm.nih.gov/pubmed/23815620
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-14-S8-S10
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