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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 ]
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ncRNA-protein interaction  bi-gram  position specific scoring matrix  k-mers  deep learning  
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
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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  
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:23/0  |  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:44/0  |  Submit date:2018/07/16
Deep Learning  Zernike Moments  Probabilistic Classification Vector Machines  
DRMDA: deep representations-based miRNA-disease association prediction 期刊论文
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2018, 卷号: 22, 期号: 1, 页码: 472-485
Authors:  Chen, X (Chen, Xing);  Gong, Y (Gong, Yao);  Zhang, DH (Zhang, De-Hong);  You, ZH (You, Zhu-Hong);  Li, ZW (Li, Zheng-Wei)
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Mirna  Disease  Mirna-disease Association  Deep Representation  Auto-encoder  
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  
A Deep Learning Framework for Robust and Accurate Prediction of ncRNA-Protein Interactions Using Evolutionary Information 期刊论文
MOLECULAR THERAPY-NUCLEIC ACIDS, 2018, 卷号: 11, 期号: 6, 页码: 337-344
Authors:  Yi, HC (Yi, Hai-Cheng)[ 1,2,3 ];  You, ZH (You, Zhu-Hong)[ 1,2 ];  Huang, DS (Huang, De-Shuang)[ 4 ];  Li, X (Li, Xiao)[ 1,2 ];  Jiang, TH (Jiang, Tong-Hai)[ 1,2 ];  Li, LP (Li, Li-Ping)[ 1,2 ]
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深度神经网络在维汉机器翻译中的应用研究 学位论文
博士, 北京: 中国科学院大学, 2017
Authors:  孔金英
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维汉机器翻译  深度神经网络  调序模型  未登录词  神经机器翻译  
Predicting protein-protein interactions from protein sequences by a stacked sparse autoencoder deep neural network 期刊论文
MOLECULAR BIOSYSTEMS, 2017, 卷号: 13, 期号: 7, 页码: 1336-1344
Authors:  Wang, YB (Wang, Yan-Bin);  You, ZH (You, Zhu-Hong);  Li, X (Li, Xiao);  Jiang, TH (Jiang, Tong-Hai);  Chen, X (Chen, Xing);  Zhou, X (Zhou, Xi);  Wang, L (Wang, Lei)
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调序规则表的深度过滤研究 期刊论文
计算机科学与探索, 2017, 卷号: 11, 期号: 5, 页码: 785-793
Authors:  孔金英;  李晓;  王磊;  杨雅婷;  罗延根
Adobe PDF(790Kb)  |  Favorite  |  View/Download:98/1  |  Submit date:2016/06/02
自动编码机  过滤模型  调序规则表  机器翻译