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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  
Highly Efficient Framework for Predicting Interactions Between Proteins 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 3, 页码: 731-743
Authors:  You, ZH (You, Zhu-Hong);  Zhou, MC (Zhou, MengChu);  Luo, X (Luo, Xin);  Li, S (Li, Shuai)
Adobe PDF(3031Kb)  |  Favorite  |  View/Download:69/0  |  Submit date:2017/03/23
Big Data  Feature Extraction  Kernel Extreme Learning Machine (K-elm)  Low-rank Approximation (Lra)  Protein-protein Interactions (Ppis)  Support Vector Machine (Svm)  
PBHMDA: Path-Based Human Microbe-Disease Association Prediction 期刊论文
FRONTIERS IN MICROBIOLOGY, 2017, 卷号: 8, 期号: 2, 页码: 1-10
Authors:  Huang, ZA (Huang, Zhi-An);  Chen, X (Chen, Xing);  Zhu, ZX (Zhu, Zexuan);  Liu, HS (Liu, Hongsheng);  Yan, GY (Yan, Gui-Ying);  You, ZH (You, Zhu-Hong);  Wen, ZK (Wen, Zhenkun)
Adobe PDF(944Kb)  |  Favorite  |  View/Download:75/0  |  Submit date:2017/03/17
Microbes  Diseases  Path-based Measure  Computational Prediction Model  Association Network  
MCMDA: Matrix completion for MiRNA-disease association prediction 期刊论文
ONCOTARGET, 2017, 卷号: 8, 期号: 13, 页码: 21187-21199
Authors:  Li, JQ (Li, Jian-Qiang);  Rong, ZH (Rong, Zhi-Hao);  Chen, X (Chen, Xing);  Yan, GY (Yan, Gui-Ying);  You, ZH (You, Zhu-Hong)
Adobe PDF(1996Kb)  |  Favorite  |  View/Download:71/0  |  Submit date:2017/05/19
Mirna  Disease  Mirna-disease Association  Matrix Completion