A Novel Feature Extraction Scheme with Ensemble Coding for Protein–Protein Interaction Prediction

A Novel Feature Extraction Scheme with Ensemble Coding for Protein–Protein Interaction Prediction

Protein–protein interactions (PPIs) play key roles in most cellular processes, such as cell metabolism, immune response, endocrine function, DNA replication, and transcription regulation. PPI prediction is one of the most challenging problems in functional genomics. Although PPI data have been incre...

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Bibliographic Details
Main Authors: Xiuquan Du, Jiaxing Cheng, Tingting Zheng, Zheng Duan, Fulan Qian
Format: Article
Language:English
Published: MDPI AG 2014-07-01
Series:International Journal of Molecular Sciences
Subjects:
protein–protein interaction
random forest
ensemble coding
DX score
Online Access:http://www.mdpi.com/1422-0067/15/7/12731

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