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Integrating distal and proximal information to predict gene expression via a densely connected convolutional neural network 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 2, 页码: 496-503
Authors:  Zeng, Wanwen;  Wang, Yong;  Jiang, Rui
Favorite  |  View/Download:4/0  |  Submit date:2020/06/30
RWHMDA: Random Walk on Hypergraph for Microbe-Disease Association Prediction 期刊论文
FRONTIERS IN MICROBIOLOGY, 2019, 卷号: 10, 页码: 10
Authors:  Niu, Ya-Wei;  Qu, Cun-Quan;  Wang, Guang-Hui;  Yan, Gui-Ying
Favorite  |  View/Download:23/0  |  Submit date:2020/01/10
hypergraph  random walk  microbe  human diseases  association prediction  
Model averaging estimators for the stochastic frontier model 期刊论文
JOURNAL OF PRODUCTIVITY ANALYSIS, 2019, 卷号: 51, 期号: 2-3, 页码: 91-103
Authors:  Parmeter, Christopher F.;  Wan, Alan T. K.;  Zhang, Xinyu
Favorite  |  View/Download:11/0  |  Submit date:2020/01/10
Optimality  J-fold cross-validation  Efficiency  Model selection  
Frequentist model averaging for threshold models 期刊论文
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2019, 卷号: 71, 期号: 2, 页码: 275-306
Authors:  Gao, Yan;  Zhang, Xinyu;  Wang, Shouyang;  Chong, Terence Tai-leung;  Zou, Guohua
Favorite  |  View/Download:14/0  |  Submit date:2019/04/02
Asymptotic optimality  Generalized cross-validation  Model averaging  Threshold model  
Model averaging based on leave-subject-out cross-validation for vector autoregressions 期刊论文
JOURNAL OF ECONOMETRICS, 2019, 卷号: 209, 期号: 1, 页码: 35-60
Authors:  Liao, Jun;  Zong, Xianpeng;  Zhang, Xinyu;  Zou, Guohua
Favorite  |  View/Download:10/0  |  Submit date:2020/01/10
Asymptotic optimality  Consistency  Leave-subject-out cross-validation  Model averaging  Vector autoregressions  
Unsupervised band selection based on artificial bee colony algorithm for hyperspectral image classification 期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 75, 页码: 428-440
Authors:  Xie, Fuding;  Li, Fangfei;  Lei, Cunkuan;  Yang, Jun;  Zhang, Yong
Favorite  |  View/Download:15/0  |  Submit date:2019/03/05
Hyperspectral image  Band selection  ABC algorithm  Subspace decomposition  Dimensionality reduction  
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:20/0  |  Submit date:2019/03/05
microRNA  Disease  miRNA-disease association  Random walk  Binary regression  
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
Authors:  Chen,Xing;  Zhang,De-Hong;  You,Zhu-Hong
Favorite  |  View/Download:27/0  |  Submit date:2019/01/07
miRNA  Disease  miRNA-disease association  Multi-network  Label propagation  
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:15/0  |  Submit date:2019/03/05
Maximal entropy random walk  Heterogenous network  microRNA  Disease  miRNA-disease association  
An Empirical Feasibility Study of Societal Risk Classification Toward BBS Posts 期刊论文
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2018, 卷号: 27, 期号: 6, 页码: 709-726
Authors:  Chen, Jindong;  Zhou, Xiaoji;  Tang, Xijin
Favorite  |  View/Download:12/0  |  Submit date:2019/01/11
Societal risk classification  Tianya Forum  cross validation  pairwise similarity  individual risk perception