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Nonlinear vector auto-regression neural network for forecasting air passenger flow 期刊论文
JOURNAL OF AIR TRANSPORT MANAGEMENT, 2019, 卷号: 78, 页码: 54-62
作者:  Sun, Shaolong;  Lu, Hongxu;  Tsui, Kwok-Leung;  Wang, Shouyang
收藏  |  浏览/下载:170/0  |  提交时间:2020/01/10
Air passenger flow forecasting  Nonlinear vector auto-regression  Multilayer perceptron neural network  Competition over resources algorithm  Mean impact value  
Market inefficiencies associated with pricing oil stocks during shocks 期刊论文
ENERGY ECONOMICS, 2019, 卷号: 81, 页码: 661-671
作者:  Qiao, Kenan;  Sun, Yuying;  Wang, Shouyang
收藏  |  浏览/下载:207/0  |  提交时间:2020/01/10
Crude oil shocks  Interval-valued factor pricing models  Market efficiency  Oil stocks  Quantile regression  
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
作者:  Chai, Jian;  Shi, Huiting;  Zhou, Xiaoyang;  Wang, Shouyang
收藏  |  浏览/下载:170/0  |  提交时间:2019/03/05
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
作者:  Wang, Jue;  Li, Xiang;  Hong, Tao;  Wang, Shouyang
收藏  |  浏览/下载:235/0  |  提交时间:2018/10/07
Crude oil price  Decomposition and reconstruction  Forecast combination  Model selection  
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  
A decomposition-clustering-ensemble learning approach for solar radiation forecasting 期刊论文
SOLAR ENERGY, 2018, 卷号: 163, 页码: 189-199
作者:  Sun, Shaolong;  Wang, Shouyang;  Zhang, Guowei;  Zheng, Jiali
收藏  |  浏览/下载:189/0  |  提交时间:2018/07/30
Solar radiation forecasting  Decomposition-clustering-ensemble learning approach  Ensemble empirical mode decomposition  Least square support vector regression  
Analysis on shock effect of China's high-speed railway on aviation transport 期刊论文
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2018, 卷号: 108, 页码: 35-44
作者:  Chai, Jian;  Zhou, Youhong;  Zhou, Xiaoyang;  Wang, Shouyang;  Zhang, Zhe George;  Liu, Zenghui
收藏  |  浏览/下载:178/0  |  提交时间:2018/07/30
China's high-speed railway  Aviation transport  Aviation mileage  Panel threshold regression model  
A new dynamic integrated approach for wind speed forecasting 期刊论文
APPLIED ENERGY, 2017, 卷号: 197, 页码: 151-162
作者:  Sun, Shaolong;  Qiao, Han;  Wei, Yunjie;  Wang, Shouyang
收藏  |  浏览/下载:131/0  |  提交时间:2018/07/30
Wind speed forecasting  Core vector machine  Phase space reconstruction  Kernel principal component analysis  Competition over resource algorithm  
Regional technical efficiency of Chinese Iron and steel industry based on bootstrap network data envelopment analysis 期刊论文
SOCIO-ECONOMIC PLANNING SCIENCES, 2017, 卷号: 57, 页码: 14-24
作者:  Yang, Wei;  Shi, Jinfeng;  Qiao, Han;  Shao, Yanmin;  Wang, Shouyang
收藏  |  浏览/下载:116/0  |  提交时间:2018/07/30
Technical efficiency  Network DEA  Bootstrap  Convergence  
Analysis of crisis impact on crude oil prices: a new approach with interval time series modelling 期刊论文
QUANTITATIVE FINANCE, 2016, 卷号: 16, 期号: 12, 页码: 1917-1928
作者:  Yang, Wei;  Han, Ai;  Hong, Yongmiao;  Wang, Shouyang
收藏  |  浏览/下载:141/0  |  提交时间:2018/07/30
Interval dummy variable  Interval time series  Crisis  Crude oil prices  Speculation index  Range volatility