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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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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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  |  
View/Download:71/0
  |  
Submit date:2023/02/07
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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View/Download:52/0
  |  
Submit date:2023/02/07
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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View/Download:28/0
  |  
Submit date:2023/02/07
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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View/Download:30/0
  |  
Submit date:2023/02/07
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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View/Download:34/0
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Submit date:2023/02/07
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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View/Download:23/0
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Submit date:2023/02/07
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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View/Download:35/0
  |  
Submit date:2023/02/07
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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Submit date:2023/02/07
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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  |  
View/Download:27/0
  |  
Submit date:2023/02/07
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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View/Download:30/0
  |  
Submit date:2023/02/07
bi-directional gated recurrent unit
search engine data
stacked autoencoders
tourism volume forecasting