Multi-scale encoding of amino acid sequences for predicting protein interactions using gradient boosting decision tree.

Nowadays a number of computational approaches have been developed to effectively and accurately predict protein interactions. However, most of these methods typically perform worse when other biological data sources (e.g., protein structure information, protein domains, or gene neighborhoods informa...

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Bibliographic Details
Main Authors: Chang Zhou, Hua Yu, Yijie Ding, Fei Guo, Xiu-Jun Gong
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5549711?pdf=render