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LMTRDA: Using logistic model tree to predict MiRNA-disease associations by fusing multi-source information of sequences and similarities 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2019, 卷号: 15, 期号: 3, 页码: 1-18
Authors:  Wang, L (Wang, Lei)[ 1 ];  You, ZH (You, Zhu-Hong)[ 1 ];  Chen, X (Chen, Xing)[ 2 ];  Li, YM (Li, Yang-Ming)[ 3 ];  Dong, YN (Dong, Ya-Nan)[ 4 ];  Li, LP (Li, Li-Ping)[ 1 ];  Zheng, K (Zheng, Kai)[ 1 ]
Adobe PDF(1319Kb)  |  Favorite  |  View/Download:32/0  |  Submit date:2019/05/16
Process Calculus for Modeling and Quantifying Location Privacy 期刊论文
Procedia Computer Science, 2019, 卷号: 147, 期号: 1, 页码: 407-415
Authors:  Ding, Jingquan;  Li, Xiao;  Guo, Yunchuan;  Yin, Lihua;  Zhang, Huibing
Adobe PDF(811Kb)  |  Favorite  |  View/Download:49/0  |  Submit date:2019/06/13
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
Adobe PDF(2046Kb)  |  Favorite  |  View/Download:182/0  |  Submit date:2018/07/06
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  
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  
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  
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)
Adobe PDF(541Kb)  |  Favorite  |  View/Download:50/0  |  Submit date:2018/01/19
Mirna  Disease  Mirna-disease Association  Deep Representation  Auto-encoder  
Constructing prediction models from expression profiles for large scale lncRNA-miRNA interaction profiling 期刊论文
BIOINFORMATICS, 2018, 卷号: 34, 期号: 5, 页码: 812-819
Authors:  Huang, YA (Huang, Yu-An);  Chan, KCC (Chan, Keith C. C.);  You, ZH (You, Zhu-Hong);  Huang, YA
Adobe PDF(760Kb)  |  Favorite  |  View/Download:38/0  |  Submit date:2018/05/07
HEMD: a highly efficient random forest-based malware detection framework for Android 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 30, 期号: 11, 页码: 3353-3361
Authors:  Zhu, HJ (Zhu, Hui-Juan)[ 1,2,3 ];  Jiang, TH (Jiang, Tong-Hai)[ 1,3 ];  Ma, B (Ma, Bo)[ 1,3 ];  You, ZH (You, Zhu-Hong)[ 1,3 ];  Shi, WL (Shi, Wei-Lei)[ 1 ];  Cheng, L (Cheng, Li)[ 1,3 ]
Adobe PDF(794Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2019/07/10
Random forest  Malware detection  Android  Support vector machine  Requested permissions  
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 ]
Adobe PDF(609Kb)  |  Favorite  |  View/Download:36/0  |  Submit date:2018/10/07
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)
Adobe PDF(2109Kb)  |  Favorite  |  View/Download:60/0  |  Submit date:2017/08/02