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Application of interpretable machine learning models for the intelligent decision 期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 273-283
Authors:  Li, Yawen;  Yang, Liu;  Yang, Bohan;  Wang, Ning;  Wu, Tian
Favorite  |  View/Download:8/0  |  Submit date:2019/03/05
Machine learning  XGBoost  R&D investments  Firm size  Innovation performance  
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:4/0  |  Submit date:2019/03/05
microRNA  Disease  miRNA-disease association  Random walk  Binary regression  
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
Authors:  Zhang, Xinyu;  Chiou, Jeng-Min;  Ma, Yanyuan
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Asymptotic optimality  Crossvalidation  Functional data  Model averaging  Weighting  
Spatio-temporal simulation of energy consumption in China's provinces based on satellite night-time light data 期刊论文
APPLIED ENERGY, 2018, 卷号: 231, 页码: 1070-1078
Authors:  Xiao, Hongwei;  Ma, Zhongyu;  Mi, Zhifu;  Kelsey, John;  Zheng, Jiali;  Yin, Weihua;  Yan, Min
Favorite  |  View/Download:3/0  |  Submit date:2019/03/05
Night-time light data  Energy consumption  Spatio-temporal geographically weighted regression  China  Simulation  
The Price Elasticity of Natural Gas Demand in China: A Meta-Regression Analysis 期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 12, 页码: 18
Authors:  Chai, Jian;  Shi, Huiting;  Zhou, Xiaoyang;  Wang, Shouyang
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natural gas  price elasticity  heterogeneity  Meta-regression analysis  
A semi-heterogeneous approach to combining crude oil price forecasts 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 页码: 279-292
Authors:  Wang, Jue;  Li, Xiang;  Hong, Tao;  Wang, Shouyang
Favorite  |  View/Download:9/0  |  Submit date:2018/10/07
Crude oil price  Decomposition and reconstruction  Forecast combination  Model selection  
Analysis of censored data under heteroscedastic transformation regression models with unknown transformation function 期刊论文
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2018, 卷号: 46, 期号: 2, 页码: 233-245
Authors:  Wang, Qihua;  Wang, Xuan
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Censored data  heteroscedasticity  transformation regression model  
Network-Regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2018, 卷号: 15, 期号: 3, 页码: 944-953
Authors:  Min, Wenwen;  Liu, Juan;  Zhang, Shihua
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Sparse logistic regression  network-regularized penalty  survival risk prediction  feature selection  
Variable screening for ultrahigh dimensional heterogeneous data via conditional quantile correlations 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2018, 卷号: 165, 页码: 1-13
Authors:  Zhang, Shucong;  Zhou, Yong
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Conditional quantile correlation  Conditional quantile screening  Ultrahigh dimensionality  Varying coefficient models  
A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting 期刊论文
APPLIED MATHEMATICAL MODELLING, 2018, 卷号: 57, 页码: 163-178
Authors:  Niu, Mingfei;  Hu, Yueyong;  Sun, Shaolong;  Liu, Yu
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Container throughput forecasting  Variational mode decomposition  Support vector regression  Hybridizing grey wolf optimization  Hybrid decomposition-ensemble model