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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:210/0  |  提交时间:2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
Return and Volatility Connectedness between Stock Markets and Macroeconomic Factors in the G-7 Countries 期刊论文
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2019, 卷号: 28, 期号: 1, 页码: 1-36
作者:  Abbas, Ghulam;  Hammoudeh, Shawkat;  Shahzad, Syed Jawad Hussain;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载:226/0  |  提交时间:2019/03/11
G-7 return  volatility  connectedness  macroeconomic factors  generalized VAR  
Data characteristic analysis and model selection for container throughput forecasting within a decomposition-ensemble methodology 期刊论文
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2017, 卷号: 108, 页码: 160-178
作者:  Xie, Gang;  Zhang, Ning;  Wang, Shouyang
收藏  |  浏览/下载:141/0  |  提交时间:2018/07/25
Container throughput  Data characteristic analysis  Model selection  Time series forecasting  Decomposition-ensemble methodology  
Energy efficiency decision and selection of main engines in a sustainable shipbuilding supply chain 期刊论文
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2017, 卷号: 53, 页码: 290-305
作者:  Xie, Gang;  Yue, Wuyi;  Wang, Shouyang
收藏  |  浏览/下载:111/0  |  提交时间:2018/07/30
Energy efficiency  Main engine  Portfolio selection  Sustainability  Shipbuilding supply chain