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An Ensemble Classifier with Random Projection for Predicting Protein-Protein Interactions Using Sequence and Evolutionary Information 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 1, 页码: 1-15
Authors:  Song, XY (Song, Xiao-Yu);  Chen, ZH (Chen, Zhan-Heng);  Sun, XY (Sun, Xiang-Yang);  You, ZH (You, Zhu-Hong);  Li, LP (Li, Li-Ping);  Zhao, Y (Zhao, Yang)
Adobe PDF(3673Kb)  |  Favorite  |  View/Download:38/0  |  Submit date:2018/03/05
Protein-protein Interactions  Position-specific Scoring Matrix  Random Projection Ensemble Classifier  Support Vector Machine  
PSPEL: In Silico Prediction of Self-Interacting Proteins from Amino Acids Sequences Using Ensemble Learning 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2017, 卷号: 14, 期号: 5, 页码: 1165-1172
Authors:  Li, JQ (Li, Jian-Qiang);  You, ZH (You, Zhu-Hong);  Li, X (Li, Xiao);  Ming, Z (Ming, Zhong);  Chen, X (Chen, Xing)
Adobe PDF(324Kb)  |  Favorite  |  View/Download:45/0  |  Submit date:2018/01/09
Self-interacting Proteins  Ensemble Classifier  Low Rank  Protein Sequence