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Sustainable supply chain evaluation: A dynamic double frontier network DEA model with interval type-2 fuzzy data 期刊论文
INFORMATION SCIENCES, 2019, 卷号: 504, 页码: 394-421
作者:  Zhou, Xiaoyang;  Wang, Ying;  Chai, Jian;  Wang, Liqin;  Wang, Shouyang;  Lev, Benjamin
收藏  |  浏览/下载:206/0  |  提交时间:2020/01/10
Sustainable supply chain  Dynamic network DEA  Double frontiers  Interval type-2 fuzzy sets  
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
作者:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
收藏  |  浏览/下载:207/0  |  提交时间:2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
A new multiscale decomposition ensemble approach for forecasting exchange rates 期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
作者:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载:169/0  |  提交时间:2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
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  
A Demand Forecasting Method Based on Stochastic Frontier Analysis and Model Average: An Application in Air Travel Demand Forecasting 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2019, 卷号: 32, 期号: 2, 页码: 615-633
作者:  Zhang Xinyu;  Zheng Yafei;  Wang Shouyang
收藏  |  浏览/下载:182/0  |  提交时间:2020/01/10
Air travel demand  demand forecasting  model average  model uncertainty  stochastic frontier analysis  
A prospect theory-based group decision approach considering consensus for portfolio selection with hesitant fuzzy information 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 168, 页码: 28-38
作者:  Zhou, Xiaoyang;  Wang, Liqin;  Liao, Huchang;  Wang, Shouyang;  Lev, Benjamin;  Fujita, Hamido
收藏  |  浏览/下载:130/0  |  提交时间:2019/12/13
Portfolio selection  Group decision making  Prospect theory  Consensus process  
ademandforecastingmethodbasedonstochasticfrontieranalysisandmodelaverageanapplicationinairtraveldemandforecasting 期刊论文
journalofsystemsscienceandcomplexity, 2019, 卷号: 32, 期号: 2, 页码: 615
作者:  Zhang Xinyu;  Zheng Yafei;  Wang Shouyang
收藏  |  浏览/下载:181/0  |  提交时间:2020/01/10
A secondary-decomposition-ensemble learning paradigm for forecasting PM2.5 concentration 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2018, 卷号: 9, 期号: 6, 页码: 989-999
作者:  Gan, Kai;  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载:252/0  |  提交时间:2018/11/16
Secondary-decomposition-ensemble learning paradigm  Complementary ensemble empirical mode decomposition  Phase space reconstruction  Least square support vector regression  Hybrid intelligent algorithm  
Threshold autoregressive models for interval-valued time series data 期刊论文
JOURNAL OF ECONOMETRICS, 2018, 卷号: 206, 期号: 2, 页码: 414-446
作者:  Sun, Yuying;  Han, Ai;  Hong, Yongmiao;  Wang, Shouyang
收藏  |  浏览/下载:192/0  |  提交时间:2018/11/16
Asymmetric reaction  Interval-valued data  Minimum distance estimation  Nonlinearity  Symbolic data  Threshold autoregressive interval models