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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 ]
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Protein-protein Interactions (Ppi)  Low Rank  Protein Sequence  Relevance Vector Machine (Rvm)  Evolutionary Information  
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)
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Self-interacting Proteins  Ensemble Classifier  Low Rank  Protein Sequence  
Highly Accurate Prediction of Protein-Protein Interactions via Incorporating Evolutionary Information and Physicochemical Characteristics 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2016, 卷号: 17, 期号: 9, 页码: 1-12
Authors:  Li, ZW (Li, Zheng-Wei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Gui, J (Gui, Jie);  Nie, R (Nie, Ru)
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Evolutionary Information  Physicochemical Characteristics  Protein Sequence  Protein Interactions  Discriminative Vector Machine  
Construction of reliable protein-protein interaction networks using weighted sparse representation based classifier with pseudo substitution matrix representation features 期刊论文
NEUROCOMPUTING, 2016, 卷号: 218, 期号: 12, 页码: 131-138
Authors:  Huang, YA (Huang, Yu-An);  You, ZH (You, Zhu-Hong);  Li, X (Li, Xiao);  Chen, X (Chen, Xing);  Hu, PW (Hu, Pengwei);  Li, S (Li, Shuai);  Luo, X (Luo, Xin)
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Protein-protein Interaction Networks  Protein Sequence  Substitution Matrix Representation  Weighted Sparse Representation  
Improved protein-protein interactions prediction via weighted sparse representation model combining continuous wavelet descriptor and PseAA composition 期刊论文
BMC SYSTEMS BIOLOGY, 2016, 卷号: 10, 期号: 增刊: 4, 页码: 486-494
Authors:  Huang, YA (Huang, Yu-An);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Yan, GY (Yan, Gui-Ying)
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Protein-protein Interactions  Protein Sequence  Continuous Wavelet Transform  Sparse Representation Based Classifier