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Protein-Protein Interactions Prediction via Multimodal Deep Polynomial Network and Regularized Extreme Learning Machine 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2019, 卷号: 23, 期号: 3, 页码: 1290-1303
Authors:  Lei, HJ (Lei, Haijun)[ 1 ];  Wen, YT (Wen, Yuting)[ 1 ];  You, ZH (You, Zhuhong)[ 2 ];  Elazab, A (Elazab, Ahmed)[ 3 ];  Tan, EL (Tan, Ee-Leng)[ 4 ];  Zhao, YJ (Zhao, Yujia)[ 1 ];  Lei, BY (Lei, Baiying)[ 3 ]
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Protein-protein interactions  prediction  multimodal deep polynomial network  regularization extreme learning machine  
An improved efficient rotation forest algorithm to predict the interactions among proteins 期刊论文
SOFT COMPUTING, 2018, 卷号: 22, 期号: 10, 页码: 3373-3381
Authors:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Xia, SX (Xia, Shi-Xiong);  Chen, X (Chen, Xing);  Yan, X (Yan, Xin);  Zhou, Y (Zhou, Yong);  Liu, F (Liu, Feng)
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Rotation Forest  Ensemble Learning  Bioinformatics  Support Vector Machine  
An ensemble approach for large-scale identification of protein-protein interactions using the alignments of multiple sequences 期刊论文
ONCOTARGET, 2017, 卷号: 8, 期号: 3, 页码: 5149-5159
Authors:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Li, JQ (Li, Jian-Qiang);  Yan, X (Yan, Xin);  Zhang, W (Zhang, Wei);  Huang, YA (Huang, Yu-An)
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Disease  Position-specific Scoring Matrix  Multiple Sequences Alignments  Cancer  
Accurate prediction of protein-protein interactions by integrating potential evolutionary information embedded in PSSM profile and discriminative vector machine classifier 期刊论文
ONCOTARGET, 2017, 卷号: 8, 期号: 14, 页码: 23638-23649
Authors:  Li, ZW (Li, Zheng-Wei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Li, LP (Li, Li-Ping);  Huang, DS (Huang, De-Shuang);  Yan, GY (Yan, Gui-Ying);  Nie, R (Nie, Ru);  Huang, YA (Huang, Yu-An)
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Disease  Position-specific Scoring Matrix  Weber Local Descriptor  Cancer  Protein-protein Interactions  
Advancing the prediction accuracy of protein-protein interactions by utilizing evolutionary information from position-specific scoring matrix and ensemble classifier 期刊论文
JOURNAL OF THEORETICAL BIOLOGY, 2017, 卷号: 418, 期号: 4, 页码: 105-110
Authors:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Xia, SX (Xia, Shi-Xiong);  Liu, F (Liu, Feng);  Chen, X (Chen, Xing);  Yan, X (Yan, Xin);  Zhou, Y (Zhou, Yong)
Adobe PDF(446Kb)  |  Favorite  |  View/Download:53/0  |  Submit date:2017/05/17
Position-specific Scoring Matrix  Multiple Sequences Alignments  Rotation Forest  Cancer  
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)
Adobe PDF(754Kb)  |  Favorite  |  View/Download:107/0  |  Submit date:2016/12/07
Evolutionary Information  Physicochemical Characteristics  Protein Sequence  Protein Interactions  Discriminative Vector Machine