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Using Two-dimensional Principal Component Analysis and Rotation Forest for Prediction of Protein-Protein Interactions 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 期号: 12874, 页码: 1-9
Authors:  Wang, L (Wang, Lei)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Yan, X (Yan, Xin)[ 4 ];  Xia, SX (Xia, Shi-Xiong)[ 3 ];  Liu, F (Liu, Feng)[ 5 ];  Li, LP (Li, Li-Ping)[ 2 ];  Zhang, W (Zhang, Wei)[ 1 ];  Zhou, Y (Zhou, Yong)[ 3 ]
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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:41/0  |  Submit date:2018/03/05
Protein-protein Interactions  Position-specific Scoring Matrix  Random Projection Ensemble Classifier  Support Vector Machine  
PCVMZM: Using the Probabilistic Classification Vector Machines Model Combined with a Zernike Moments Descriptor to Predict Protein-Protein Interactions from Protein Sequences 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 卷号: 18, 期号: 5
Authors:  Wang, YB (Wang, Yanbin);  You, ZH (You, Zhuhong);  Li, X (Li, Xiao);  Chen, X (Chen, Xing);  Jiang, TH (Jiang, Tonghai);  Zhang, JT (Zhang, Jingting);  You, ZH
Adobe PDF(736Kb)  |  Favorite  |  View/Download:50/0  |  Submit date:2017/09/26
Proteins  Position-specific Scoring Matrix  Probabilistic Classification Vector Machines