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Prediction of Self-Interacting Proteins from Protein Sequence Information Based on Random Projection Model and Fast Fourier Transform 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 卷号: 20, 期号: 4, 页码: 1-15
Authors:  Chen, ZH (Chen, Zhan-Heng)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Li, LP (Li, Li-Ping)[ 1 ];  Wang, YB (Wang, Yan-Bin)[ 1 ];  Wong, L (Wong, Leon)[ 1,2 ];  Yi, HC (Yi, Hai-Cheng)[ 1,2 ]
Adobe PDF(969Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2019/05/16
self-interacting proteins  position-specific scoring matrix  fast Fourier transform  random projection  
Sequence-based Prediction of Protein-Protein Interactions Using Gray Wolf Optimizer-Based Relevance Vector Machine 期刊论文
EVOLUTIONARY BIOINFORMATICS, 2019, 卷号: 15, 期号: 5, 页码: 1-10
Authors:  An, JY (An, Ji-Yong)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 3 ];  Zhou, Y (Zhou, Yong)[ 1,2 ];  Wang, DF (Wang, Da-Fu)[ 1,2 ]
Adobe PDF(462Kb)  |  Favorite  |  View/Download:33/0  |  Submit date:2019/06/28
RVM  gray wolf optimizer  BIG  PSSM  
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:65/0  |  Submit date:2018/10/19
Accurate Prediction of ncRNA-Protein Interactions From the Integration of Sequence and Evolutionary Information 期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9, 期号: 10, 页码: 1-9
Authors:  Zhan, ZH (Zhan, Zhao-Hui)[ 1 ];  You, ZH (You, Zhu-Hong)[ 2 ];  Li, LP (Li, Li-Ping)[ 2 ];  Zhou, Y (Zhou, Yong)[ 1 ];  Yi, HC (Yi, Hai-Cheng)[ 2 ]
Adobe PDF(1220Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2018/10/19
Ncrna-protein Interactions  Pssm  Lightgbm  Pseudo-zernike Moments  K-mers  
Improving Prediction of Self-interacting Proteins Using Stacked Sparse Auto-Encoder with PSSM profiles 期刊论文
INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2018, 卷号: 14, 期号: 8, 页码: 983-991
Authors:  Wang, YB (Wang, Yan-Bin);  You, ZH (You, Zhu-Hong);  Li, LP (Li, Li-Ping);  Huang, DS (Huang, De-Shuang);  Zhou, FF (Zhou, Feng-Feng);  Yang, S (Yang, Shan)
Adobe PDF(945Kb)  |  Favorite  |  View/Download:50/0  |  Submit date:2018/07/16
Deep Learning  Zernike Moments  Probabilistic Classification Vector Machines  
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  
A Systematic Prediction of Drug-Target Interactions Using Molecular Fingerprints and Protein Sequences 期刊论文
CURRENT PROTEIN & PEPTIDE SCIENCE, 2018, 卷号: 19, 期号: 5, 页码: 468-478
Authors:  Huang, YA (Huang, Yu-An);  You, ZH (You, Zhu-Hong);  Chen, X (Chen, Xing)
Adobe PDF(1888Kb)  |  Favorite  |  View/Download:23/0  |  Submit date:2018/05/15
Drug-target Interactions  Pseudo Substitution Matrix Representation  Drug Substructure Fingerprint  Extremely Randomized Trees  Computational Model  
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 ]
Adobe PDF(2668Kb)  |  Favorite  |  View/Download:103/0  |  Submit date:2018/10/30
Protein-protein Interactions (Ppi)  Low Rank  Protein Sequence  Relevance Vector Machine (Rvm)  Evolutionary Information  
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:47/1  |  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 ]
Adobe PDF(1360Kb)  |  Favorite  |  View/Download:40/0  |  Submit date:2018/09/18