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Age Is Important for the Early-Stage Detection of Breast Cancer on Both Transcriptomic and Methylomic Biomarkers 期刊论文
FRONTIERS IN GENETICS, 2019, 卷号: 10, 期号: 3, 页码: 1-13
Authors:  Feng, X (Feng, Xin)[ 1,2 ];  Li, JL (Li, Jialiang)[ 2,3 ];  Li, H (Li, Han)[ 2,3 ];  Chen, H (Chen, Hang)[ 1,2 ];  Li, F (Li, Fei)[ 2,3 ];  Liu, QW (Liu, Quewang)[ 1,2 ];  You, ZH (You, Zhu-Hong)[ 4 ];  Zhou, FF (Zhou, Fengfeng)[ 1,2,3 ]
Adobe PDF(3526Kb)  |  Favorite  |  View/Download:33/0  |  Submit date:2019/04/18
age  feature selection  TriVote  BRCA  classification  transcriptome  methylome  
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  
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:41/0  |  Submit date:2018/09/18
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:46/0  |  Submit date:2018/05/14
Deep Learning  Drug-target Interactions  Position-specific Scoring Matrix  Stacked Autoencoder  
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