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An Improved Deep Forest Model for Predicting Self-Interacting Proteins From Protein Sequence Using Wavelet Transformation 期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 期号: 3, 页码: 1-10
Authors:  Chen, ZH (Chen, Zhan-Heng)[ 1,2 ];  Li, LP (Li, Li-Ping)[ 1 ];  He, Z (He, Zhou)[ 3 ];  Zhou, JR (Zhou, Ji-Ren)[ 1 ];  Li, YM (Li, Yangming)[ 4 ];  Wong, L (Wong, Leon)[ 1,2 ]
Adobe PDF(2039Kb)  |  Favorite  |  View/Download:20/0  |  Submit date:2019/03/19
self-interacting proteins  disease  position-specific scoring matrix  deep learning  wavelet transform  
BGFE: A Deep Learning Model for ncRNA-Protein Interaction Predictions Based on Improved Sequence Information 期刊论文
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 卷号: 20, 期号: 4, 页码: 1-14
Authors:  Zhan, ZH (Zhan, Zhao-Hui)[ 1 ];  Jia, LN (Jia, Li-Na)[ 2 ];  Zhou, Y (Zhou, Yong)[ 1 ];  Li, LP (Li, Li-Ping)[ 3 ];  Yi, HC (Yi, Hai-Cheng)[ 3 ]
Adobe PDF(1535Kb)  |  Favorite  |  View/Download:10/0  |  Submit date:2019/05/16
ncRNA-protein interaction  bi-gram  position specific scoring matrix  k-mers  deep learning  
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:41/0  |  Submit date:2018/07/16
Deep Learning  Zernike Moments  Probabilistic Classification Vector Machines  
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:38/0  |  Submit date:2018/05/14
Deep Learning  Drug-target Interactions  Position-specific Scoring Matrix  Stacked Autoencoder  
Restricted Boltzmann Machine-Based Approaches for Link Prediction in Dynamic Networks 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 期号: 6, 页码: 29940-29951
Authors:  Li, TS (Li, Taisong)[ 1,2 ];  Wang, B (Wang, Bing)[ 1 ];  Jiang, YS (Jiang, Yasong)[ 1 ];  Zhang, Y (Zhang, Yan)[ 1 ];  Yan, YH (Yan, Yonghong)[ 1,2,3 ]
Adobe PDF(5378Kb)  |  Favorite  |  View/Download:58/1  |  Submit date:2018/11/20
Link Prediction  Social Network Analysis  Deep Learning