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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  
Is refined oil price regulation a "shock absorber" for crude oil price shocks? 期刊论文
ENERGY POLICY, 2023, 卷号: 173, 页码: 15
Authors:  Zhang, Qi;  Hu, Yi;  Jiao, Jianbin;  Wang, Shouyang
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Refined oil price regulation  Oil price  Asymmetries  China  
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  
Multi-step ahead tourism demand forecasting: The perspective of the learning using privileged information paradigm 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 210, 页码: 12
Authors:  Sun, Shaolong;  Li, Mingchen;  Wang, Shouyang;  Zhang, Chengyuan
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Tourism demand  Multi -step ahead forecasting  Privileged information  Machine learning  Kernel random vector functional link network  
Financial hedging in two-stage sustainable commodity supply chains 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 卷号: 303, 期号: 2, 页码: 803-818
Authors:  Wang, Moran;  Guo, Xiaolong;  Wang, Shouyang
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Risk analysis  Financial hedging  Index-based price contract  Sustainable supply chain management  Competition  
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  
China?s energy consumption and economic activity at the regional level 期刊论文
ENERGY, 2022, 卷号: 259, 页码: 12
Authors:  Zheng, Jiali;  Feng, Gengzhong;  Ren, Zhuanzhuan;  Qi, Nengxi;  Coffman, D'Maris;  Zhou, Yunlai;  Wang, Shouyang
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China  Economic development  Energy consumption  Decomposition analysis  Regional value chains  
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