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How to capture tourists' search behavior in tourism forecasts? A two-stage feature selection approach 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 213, 页码: 9
Authors:  Sun, Shaolong;  Hu, Mengyuan;  Wang, Shouyang;  Zhang, Chengyuan
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Tourism demand forecasting  Search engine data  Two -stage feature selection  Genetic algorithm  Kernel extreme learning machine  
Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach 期刊论文
ENERGY, 2023, 卷号: 263, 页码: 16
Authors:  Yang, Dongchuan;  Guo, Ju-e;  Li, Yanzhao;  Sun, Shaolong;  Wang, Shouyang
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Short -term load forecasting  Time series modeling  Dynamic decomposition-reconstruction tech  nique  Neural networks  
IMPROVING MULTI-STEP AHEAD TOURISM DEMAND FORECASTING: A STRATEGY-DRIVEN APPROACH 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 210, 页码: 34
Authors:  Sun, Shaolong;  Du, Zongjuan;  Zhang, Chengyuan;  Wang, Shouyang
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Tourism demand forecasting  Multi-step ahead strategies  MIMO  DIRMO  Extreme learning machine  
Frequentist model averaging under inequality constraints 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 221, 页码: 100-113
Authors:  Zhu, Rong;  Zhang, Xinyu;  Wand, Alan T. K.;  Zou, Guohua
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Cross validation  Inequality constraints  Model averaging  Order-restricted information criterion  
Multi-scale analysis-driven tourism forecasting: insights from the peri-COVID-19 期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 24
Authors:  Li, Mingchen;  Zhang, Chengyuan;  Wang, Shouyang;  Sun, Shaolong
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Tourism demand forecasting  divide and conquer  Facebook prophet  deep learning  peri-COVID-19 era  
Market volatility, market skewness, and the cross-section of expected returns in Chinese equity markets 期刊论文
APPLIED ECONOMICS, 2022, 页码: 17
Authors:  Liu, Qing;  Wang, Shouyang;  Sui, Cong
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Volatility risk  risk-neutral skewness  options  cross-sectional regression  asymmetry  
A novel deep learning approach for tourism volume forecasting with tourist search data 期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 15
Authors:  Li, Mingchen;  Zhang, Chengyuan;  Sun, Shaolong;  Wang, Shouyang
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bi-directional gated recurrent unit  search engine data  stacked autoencoders  tourism volume forecasting  
An extreme bias-penalized forecast combination approach to commodity price forecasting 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 615, 页码: 774-793
Authors:  Zhang, Yifei;  Wang, Jue;  Yu, Lean;  Wang, Shouyang
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Forecast combination  Elastic net  Extreme bias  Weight-sparsity  Artificial bee colony algorithm  
Model averaging for interval-valued data 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 卷号: 301, 期号: 2, 页码: 772-784
Authors:  Sun, Yuying;  Zhang, Xinyu;  Wan, Alan T. K.;  Wang, Shouyang
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Forecasting  Asymptotic optimality  Interval-valued time series  Model averaging  Vector autoregression  
Plant-level real-time monitoring data reveal substantial abatement potential of air pollution and CO(2 )in China's cement sector 期刊论文
ONE EARTH, 2022, 卷号: 5, 期号: 8, 页码: 892-906
Authors:  Tang, Ling;  Ruan, Jianhui;  Bo, Xin;  Mi, Zhifu;  Wang, Shouyang;  Dong, Guangxia;  Davis, Steven J.
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