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Improved Prediction of Protein-Protein Interactions Using Descriptors Derived From PSSM via Gray Level Co-Occurrence Matrix 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 期号: 4, 页码: 49456-49465
Authors:  Zhu, HJ (Zhu, Hui-Juan)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2,3 ];  Shi, WL (Shi, Wei-Lei)[ 2 ];  Xu, SK (Xu, Shou-Kun)[ 4 ];  Jiang, TH (Jiang, Tong-Hai)[ 2,3 ];  Zhuang, LH (Zhuang, Li-Hua)[ 4 ]
Adobe PDF(8880Kb)  |  Favorite  |  View/Download:45/0  |  Submit date:2019/05/16
Protein-protein interactions  rotation forest  position-specific scoring matrix  gray level co-occurrence matrix  
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)
Adobe PDF(764Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2018/06/20
Rotation Forest  Ensemble Learning  Bioinformatics  Support Vector Machine  
RFDT: A Rotation Forest-based Predictor for Predicting Drug-Target Interactions Using Drug Structure and Protein Sequence Information 期刊论文
CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 卷号: 19, 期号: 5, 页码: 445-454
Authors:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Yan, X (Yan, Xin);  Liu, G (Liu, Gang);  Zhang, W (Zhang, Wei)
Favorite  |  View/Download:26/0  |  Submit date:2018/05/15
Target Interactions  Position-specific Scoring Matrix  Auto Covariance  Rotation Forest  Support Vector Machine  Drug Substructure Fingerprint  
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