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基于改进主题分布特征的神经网络语言模型 期刊论文
电子与信息学报, 2018, 卷号: 40, 期号: 1, 页码: 219-225
Authors:  刘畅;  张一珂;  张鹏远;  颜永红
Adobe PDF(749Kb)  |  Favorite  |  View/Download:100/0  |  Submit date:2018/02/25
语音识别  语言模型  隐含狄利克雷分布  长短时记忆  
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 ]
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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