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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:42/0  |  Submit date:2019/05/16
Protein-protein interactions  rotation forest  position-specific scoring matrix  gray level co-occurrence matrix  
基于深度学习的蛋白质相互作用预测研究 学位论文
硕士, 北京: 中国科学院大学, 2018
Authors:  王延斌
Adobe PDF(2046Kb)  |  Favorite  |  View/Download:172/0  |  Submit date:2018/07/06
蛋白质相互作用  深度学习  长短时记忆模型  位置特异性打分矩阵  
3D-Structured Polyoxometalate Microcrystals with Enhanced Rate Capability and Cycle Stability for Lithium-Ion Storage 期刊论文
ACS APPLIED MATERIALS & INTERFACES, 2018, 卷号: 10, 期号: 22, 页码: 18657-18664
Authors:  Sun, K (Sun, Kang)[ 1 ];  Li, HQ (Li, Hongqin)[ 2 ];  Ye, HJ (Ye, Haijun)[ 2 ];  Jiang, FQ (Jiang, Fangqing)[ 2 ];  Zhu, H (Zhu, Hui)[ 2 ];  Yin, J (Yin, Jiao)[ 3 ]
Adobe PDF(5986Kb)  |  Favorite  |  View/Download:27/0  |  Submit date:2018/10/25
Polyoxometalate  Microcrystals  Metal Oxide  Li-ion Battery  3d Structure  
BNPMDA: Bipartite Network Projection for MiRNA-Disease Association prediction 期刊论文
BIOINFORMATICS, 2018, 卷号: 34, 期号: 18, 页码: 3178-3186
Authors:  Chen, X (Chen, Xing)[ 1 ];  Xie, D (Xie, Di)[ 2 ];  Wang, L (Wang, Lei)[ 1 ];  Zhao, Q (Zhao, Qi)[ 2,3 ];  You, ZH (You, Zhu-Hong)[ 4 ];  Liu, HS (Liu, Hongsheng)[ 3,5 ]
Adobe PDF(375Kb)  |  Favorite  |  View/Download:56/0  |  Submit date:2018/10/19
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:21/0  |  Submit date:2018/06/20
Rotation Forest  Ensemble Learning  Bioinformatics  Support Vector Machine  
DroidDet: Effective and robust detection of android malware using static analysis along with rotation forest model 期刊论文
NEUROCOMPUTING, 2018, 卷号: 272, 期号: 1, 页码: 638-646
Authors:  Zhu, HJ (Zhu, Hui-Juan);  You, ZH (You, Zhu-Hong);  Zhu, ZX (Zhu, Ze-Xuan);  Shi, WL (Shi, Wei-Lei);  Chen, X (Chen, Xing);  Cheng, L (Cheng, Li)
Adobe PDF(1051Kb)  |  Favorite  |  View/Download:45/1  |  Submit date:2018/01/02
Rotation Forests  Malware Detection  Neural Network  Mobile Phones  
Using Two-dimensional Principal Component Analysis and Rotation Forest for Prediction of Protein-Protein Interactions 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 期号: 12874, 页码: 1-9
Authors:  Wang, L (Wang, Lei)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Yan, X (Yan, Xin)[ 4 ];  Xia, SX (Xia, Shi-Xiong)[ 3 ];  Liu, F (Liu, Feng)[ 5 ];  Li, LP (Li, Li-Ping)[ 2 ];  Zhang, W (Zhang, Wei)[ 1 ];  Zhou, Y (Zhou, Yong)[ 3 ]
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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:41/0  |  Submit date:2018/03/05
Protein-protein Interactions  Position-specific Scoring Matrix  Random Projection Ensemble Classifier  Support Vector Machine  
A Computational-Based Method for Predicting Drug-Target Interactions by Using Stacked Autoencoder Deep Neural Network 期刊论文
JOURNAL OF COMPUTATIONAL BIOLOGY, 2018, 卷号: 25, 期号: 3, 页码: 361-373
Authors:  Wang, L (Wang, Lei);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing);  Xia, SX (Xia, Shi-Xiong);  Liu, F (Liu, Feng);  Yan, X (Yan, Xin);  Zhou, Y (Zhou, Yong);  Song, KJ (Song, Ke-Jian)
Adobe PDF(479Kb)  |  Favorite  |  View/Download:40/0  |  Submit date:2018/05/14
Deep Learning  Drug-target Interactions  Position-specific Scoring Matrix  Stacked Autoencoder  
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:25/0  |  Submit date:2018/05/15
Target Interactions  Position-specific Scoring Matrix  Auto Covariance  Rotation Forest  Support Vector Machine  Drug Substructure Fingerprint