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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  
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:50/0  |  Submit date:2018/03/05
Protein-protein Interactions  Position-specific Scoring Matrix  Random Projection Ensemble Classifier  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:28/0  |  Submit date:2018/05/15
Target Interactions  Position-specific Scoring Matrix  Auto Covariance  Rotation Forest  Support Vector Machine  Drug Substructure Fingerprint  
HEMD: a highly efficient random forest-based malware detection framework for Android 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 11, 页码: 3353-3361
Authors:  Zhu, HJ (Zhu, Hui-Juan)[ 1,2,3 ];  Jiang, TH (Jiang, Tong-Hai)[ 1,3 ];  Ma, B (Ma, Bo)[ 1,3 ];  You, ZH (You, Zhu-Hong)[ 1,3 ];  Shi, WL (Shi, Wei-Lei)[ 1 ];  Cheng, L (Cheng, Li)[ 1,3 ]
Adobe PDF(794Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2019/07/10
Random forest  Malware detection  Android  Support vector machine  Requested permissions  
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)