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A heterogeneous label propagation approach to explore the potential associations between miRNA and disease 期刊论文
Journal of Translational Medicine, 2018, 卷号: 16, 期号: 1
作者:  Chen,Xing;  Zhang,De-Hong;  You,Zhu-Hong
收藏  |  浏览/下载:232/0  |  提交时间:2019/01/07
miRNA  Disease  miRNA-disease association  Multi-network  Label propagation  
Functional prediction through averaging estimated functional linear regression models 期刊论文
BIOMETRIKA, 2018, 卷号: 105, 期号: 4, 页码: 945-962
作者:  Zhang, Xinyu;  Chiou, Jeng-Min;  Ma, Yanyuan
收藏  |  浏览/下载:154/0  |  提交时间:2019/03/05
Asymptotic optimality  Crossvalidation  Functional data  Model averaging  Weighting  
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
作者:  Ya-Wei, Niu;  Hua, Liu;  Guang-Hui, Wang;  Gui-Ying, Yan
收藏  |  浏览/下载:175/0  |  提交时间:2019/03/05
Maximal entropy random walk  Heterogenous network  microRNA  Disease  miRNA-disease association  
A secondary-decomposition-ensemble learning paradigm for forecasting PM2.5 concentration 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2018, 卷号: 9, 期号: 6, 页码: 989-999
作者:  Gan, Kai;  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载:252/0  |  提交时间:2018/11/16
Secondary-decomposition-ensemble learning paradigm  Complementary ensemble empirical mode decomposition  Phase space reconstruction  Least square support vector regression  Hybrid intelligent algorithm  
Multi-arm incipient infinite clusters in 2D: Scaling limits and winding numbers 期刊论文
ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2018, 卷号: 54, 期号: 4, 页码: 1848-1876
作者:  Yao, Chang-Long
收藏  |  浏览/下载:172/0  |  提交时间:2018/11/16
Percolation  Scaling limit  SLE  CLE  Incipient infinite cluster  Winding number  
Prediction of mechanical properties in statistically inhomogeneous core-shell materials by second-order two-scale method 期刊论文
ACTA MECHANICA, 2018, 卷号: 229, 期号: 11, 页码: 4495-4519
作者:  Yang, Zhiqiang;  Cui, Junzhi;  Sun, Yi;  Dong, Hao
收藏  |  浏览/下载:156/0  |  提交时间:2019/01/11
Statistically inhomogeneous materials  Multiscale method  Core-shell particle  Effective property  
Predicting disease-related genes by path structure and community structure in protein-protein networks 期刊论文
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2018, 页码: 22
作者:  Hu, Ke;  Hu, Jing-Bo;  Tang, Liang;  Xiang, Ju;  Ma, Jin-Long;  Gao, Yuan-Yuan;  Li, Hui-Jia;  Zhang, Yan
收藏  |  浏览/下载:147/0  |  提交时间:2019/01/11
random graphs  networks  protein interaction networks  
The future natural gas consumption in China: Based on the LMDI-STIRPAT-PLSR framework and scenario analysis 期刊论文
ENERGY POLICY, 2018, 卷号: 119, 页码: 215-225
作者:  Chai, Jian;  Liang, Ting;  Lai, Kin Keung;  Zhang, Zhe George;  Wang, Shouyang
收藏  |  浏览/下载:178/0  |  提交时间:2018/09/08
Natural gas consumption  LMDI decomposition  STIRPAT model  PLS regression  Scenario analysis  
LPG: A four-group probabilistic approach to leveraging pleiotropy in genome-wide association studies 期刊论文
BMC Genomics, 2018, 卷号: 19, 期号: 1
作者:  Yang,Yi;  Dai,Mingwei;  Huang,Jian;  Lin,Xinyi;  Yang,Can;  Chen,Min;  Liu,Jin
收藏  |  浏览/下载:433/0  |  提交时间:2018/07/30
Pleiotropy  Variational Bayesian expectation-maximization  Genome-wide association studies  
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
作者:  Qu,Jia;  Chen,Xing;  Sun,Ya-Zhou;  Li,Jian-Qiang;  Ming,Zhong
收藏  |  浏览/下载:153/0  |  提交时间:2018/07/30
microRNA  Small molecule  Association prediction  Triple layer heterogeneous network