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Integrating random walk and binary regression to identify novel miRNA-disease association 期刊论文
BMC BIOINFORMATICS, 2019, 卷号: 20, 页码: 13
Authors:  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying;  Chen, Xing
Favorite  |  View/Download：155/0  |  Submit date：2019/03/05
microRNA  Disease  miRNA-disease association  Random walk  Binary regression  
Maximal entropy random walk on heterogenous network for MIRNA-disease Association prediction 期刊论文
MATHEMATICAL BIOSCIENCES, 2018, 卷号: 306, 页码: 1-9
Authors:  Ya-Wei, Niu;  Hua, Liu;  Guang-Hui, Wang;  Gui-Ying, Yan
Favorite  |  View/Download：140/0  |  Submit date：2019/03/05
Maximal entropy random walk  Heterogenous network  microRNA  Disease  miRNA-disease association  
Inferring potential small molecule–miRNA association based on triple layer heterogeneous network 期刊论文
Journal of Cheminformatics, 2018, 卷号: 10, 期号: 1
Authors:  Qu,Jia;  Chen,Xing;  Sun,Ya-Zhou;  Li,Jian-Qiang;  Ming,Zhong
Favorite  |  View/Download：116/0  |  Submit date：2018/07/30
microRNA  Small molecule  Association prediction  Triple layer heterogeneous network  
Matrix Integrative Analysis (MIA) of Multiple Genomic Data for Modular Patterns 期刊论文
FRONTIERS IN GENETICS, 2018, 卷号: 9, 页码: 12
Authors:  Chen, Jinyu;  Zhang, Shihua
Favorite  |  View/Download：141/0  |  Submit date：2018/07/30
bioinformatics  multi-dimensional genomics  matrix integrative analysis  data integration  module discovery  non-negative matrix factorization (NMF)  partial least squares (PLS)  
SSCMDA: spy and super cluster strategy for MiRNA-disease association prediction 期刊论文
ONCOTARGET, 2018, 卷号: 9, 期号: 2, 页码: 1826-1842
Authors:  Zhao, Qi;  Xie, Di;  Liu, Hongsheng;  Wang, Fan;  Yan, Gui-Ying;  Chen, Xing
Favorite  |  View/Download：227/0  |  Submit date：2018/07/30
microRNA  disease  association prediction  spy strategy  super cluster strategy  
MKRMDA: multiple kernel learning-based Kronecker regularized least squares for MiRNA-disease association prediction 期刊论文
JOURNAL OF TRANSLATIONAL MEDICINE, 2017, 卷号: 15, 页码: 14
Authors:  Chen, Xing;  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying
Favorite  |  View/Download：133/0  |  Submit date：2018/07/30
miRNA  Disease  miRNA-disease association  Multiple kernel learning  Kronecker regularized least squares  
MKRMDA: multiple kernel learning-based Kronecker regularized least squares for MiRNA–disease association prediction 期刊论文
Journal of Translational Medicine, 2017, 卷号: 15, 期号: 1
Authors:  Chen,Xing;  Niu,Ya-Wei;  Wang,Guang-Hui;  Yan,Gui-Ying
Favorite  |  View/Download：133/0  |  Submit date：2018/07/30
miRNA  Disease  miRNA–disease association  Multiple kernel learning  Kronecker regularized least squares  
HAMDA: Hybrid Approach for MiRNA-Disease Association prediction 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2017, 卷号: 76, 页码: 50-58
Authors:  Chen, Xing;  Niu, Ya-Wei;  Wang, Guang-Hui;  Yan, Gui-Ying
Favorite  |  View/Download：141/0  |  Submit date：2018/07/30
miRNA  Disease  miRNA-disease association  Hybrid prediction approach  Recommendation systems  
HGIMDA: Heterogeneous graph inference for miRNA-disease association prediction 期刊论文
ONCOTARGET, 2016, 卷号: 7, 期号: 40, 页码: 65257-65269
Authors:  Chen, Xing;  Yan, Chenggang Clarence;  Zhang, Xu;  You, Zhu-Hong;  Huang, Yu-An;  Yan, Gui-Ying
Favorite  |  View/Download：111/0  |  Submit date：2018/07/30
microRNA  disease  microRNA-disease association  heterogeneous network  similarity  
A Two-Stage Method to Identify Joint Modules From Matched MicroRNA and mRNA Expression Data 期刊论文
IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2016, 卷号: 15, 期号: 4, 页码: 362-370
Authors:  Min, Wenwen;  Liu, Juan;  Luo, Fei;  Zhang, Shihua
Favorite  |  View/Download：131/0  |  Submit date：2018/07/30
L-0-penalized singular value decomposition (L-0-SVD)  miRNA cluster  miRNA-gene joint module  multiple-output sparse group lasso