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PCLPred: A Bioinformatics Method for Predicting Protein-Protein Interactions by Combining Relevance Vector Machine Model with Low-Rank Matrix Approximation 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 卷号: 19, 期号: 4, 页码: 1-13
Authors:  Li, LP (Li, Li-Ping)[ 1 ];  Wang, YB (Wang, Yan-Bin)[ 2 ];  You, ZH (You, Zhu-Hong)[ 1 ];  Li, Y (Li, Yang)[ 1 ];  An, JY (An, Ji-Yong)[ 3 ]
Adobe PDF(2668Kb)  |  Favorite  |  View/Download:82/0  |  Submit date:2018/10/30
Protein-protein Interactions (Ppi)  Low Rank  Protein Sequence  Relevance Vector Machine (Rvm)  Evolutionary Information  
Highly Efficient Framework for Predicting Interactions Between Proteins 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 3, 页码: 731-743
Authors:  You, ZH (You, Zhu-Hong);  Zhou, MC (Zhou, MengChu);  Luo, X (Luo, Xin);  Li, S (Li, Shuai)
Adobe PDF(3031Kb)  |  Favorite  |  View/Download:69/0  |  Submit date:2017/03/23
Big Data  Feature Extraction  Kernel Extreme Learning Machine (K-elm)  Low-rank Approximation (Lra)  Protein-protein Interactions (Ppis)  Support Vector Machine (Svm)  
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:47/0  |  Submit date:2018/01/09
Self-interacting Proteins  Ensemble Classifier  Low Rank  Protein Sequence