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Tourism demand forecasting: An ensemble deep learning approach 期刊论文
TOURISM ECONOMICS, 2021, 页码: 29
Authors:  Sun, Shaolong;  Li, Yanzhao;  Guo, Ju-e;  Wang, Shouyang
Favorite  |  View/Download:37/0  |  Submit date:2021/10/26
bagging  economic variables  ensemble deep learning  search intensity index  stacked autoencoder  tourism demand forecasting  
Impact of the RMB Joining in the SDR Basket on Its Internationalization from the Perspective of Risk Spillover 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 12
Authors:  Zhang, Bingjie;  Wang, Shouyang;  Wei, Yunjie;  Zhao, Xueting
Favorite  |  View/Download:53/0  |  Submit date:2020/09/23
Dynamic network  risk spillover  RMB internationalization  SDR basket  structural VAR  
Assessing the price dynamics of onshore and offshore RMB markets: An ITS model approach 期刊论文
CHINA ECONOMIC REVIEW, 2020, 卷号: 62, 页码: 12
Authors:  Sun, Yuying;  Bao, Qin;  Zheng, Jiali;  Wang, Shouyang
Favorite  |  View/Download:35/0  |  Submit date:2021/01/14
RMB exchange rate  Onshore and offshore markets  Price dynamics, interval time series  
Knowledge mapping of tourism demand forecasting research 期刊论文
TOURISM MANAGEMENT PERSPECTIVES, 2020, 卷号: 35, 页码: 15
Authors:  Zhang, Chengyuan;  Wang, Shouyang;  Sun, Shaolong;  Wei, Yunjie
Favorite  |  View/Download:52/0  |  Submit date:2020/09/23
Bibliometric analysis  Tourist arrival  Hospitality demand  Knowledge map  CiteSpace  Infographic  
Evaluating the Impacts of Universal Two-Child Policy on Beijing's Population 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 18
Authors:  Liu, Qing;  Liu, Xiuli
Favorite  |  View/Download:66/0  |  Submit date:2020/06/30
Age structure  Beijing  cohort-component  population projection  universal two-child policy  
Interval forecasting of exchange rates: a new interval decomposition ensemble approach 期刊论文
INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2020, 页码: 28
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
Favorite  |  View/Download:60/0  |  Submit date:2020/05/24
Exchange rate forecasting  Interval-valued data  Autoregressive model  Neural networks  Bivariate empirical mode decomposition  
CSR Remanufacturing Supply Chains under WTP Differentiation 期刊论文
SUSTAINABILITY, 2020, 卷号: 12, 期号: 6, 页码: 19
Authors:  Dai, Lili;  Shu, Tong;  Chen, Shou;  Wang, Shouyang;  Lai, Kin Keung
Favorite  |  View/Download:63/0  |  Submit date:2020/05/24
willingness to pay  corporate social responsibility  remanufacturing supply chain  game theory  
A decomposition-ensemble approach for tourism forecasting 期刊论文
ANNALS OF TOURISM RESEARCH, 2020, 卷号: 81, 页码: 16
Authors:  Xie, Gang;  Qian, Yatong;  Wang, Shouyang
Favorite  |  View/Download:63/0  |  Submit date:2020/06/30
Tourism demand  Complete ensemble empirical mode decomposition with adaptive noise  Data characteristic analysis  Time series forecasting  
Forecasting tourism demand with KPCA-based web search indexes 期刊论文
TOURISM ECONOMICS, 2020, 页码: 23
Authors:  Xie, Gang;  Li, Xin;  Qian, Yatong;  Wang, Shouyang
Favorite  |  View/Download:55/0  |  Submit date:2020/05/24
kernel principal component analysis  search query data  tourism demand forecasting  web search index  
Text-based crude oil price forecasting: A deep learning approach 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
Authors:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
Favorite  |  View/Download:99/0  |  Submit date:2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network