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A novel multiscale forecasting model for crude oil price time series 期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 173, 页码: 15
作者:  Li, Ranran;  Hu, Yucai;  Heng, Jiani;  Chen, Xueli
收藏  |  浏览/下载：121/0  |  提交时间：2022/04/02
Crude oil price forecasting  Decomposition-ensemble method  Support vector machine  Multiscale strategy  Complexity analysis  
A multi-granularity heterogeneous combination approach to crude oil price forecasting 期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:  Wang, Jue;  Zhou, Hao;  Hong, Tao;  Li, Xiang;  Wang, Shouyang
收藏  |  浏览/下载：146/0  |  提交时间：2021/01/14
Crude oil Price  Forecast combination  Feature selection  Multi-granularity  Artificial bee colony  
Forecasting crude oil price with multilingual search engine data 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
作者:  Li, Jingjing;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载：170/0  |  提交时间：2020/06/30
Big data  Multilingual search engine index  Crude oil price forecasting  Google Trends  Artificial intelligence  
Crude oil price forecasting based on internet concern using an extreme learning machine 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2018, 卷号: 34, 期号: 4, 页码: 665-677
作者:  Wang, Jue;  Athanasopoulos, George;  Hyndman, Rob J.;  Wang, Shouyang
收藏  |  浏览/下载：185/0  |  提交时间：2018/11/16
Crude oil futures price  Internet concern  BEMD  ELM  
Interval decomposition ensemble approach for crude oil price forecasting 期刊论文
ENERGY ECONOMICS, 2018, 卷号: 76, 页码: 274-287
作者:  Sun, Shaolong;  Sun, Yuying;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载：171/0  |  提交时间：2019/03/05
Bivariate empirical mode decomposition  Crude oil price forecasting  Interval-valued time series  Interval Holt's method  Interval neural networks  
A semi-heterogeneous approach to combining crude oil price forecasts 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 页码: 279-292
作者:  Wang, Jue;  Li, Xiang;  Hong, Tao;  Wang, Shouyang
收藏  |  浏览/下载：235/0  |  提交时间：2018/10/07
Crude oil price  Decomposition and reconstruction  Forecast combination  Model selection  
A hybrid transfer learning model for crude oil price forecasting 期刊论文
STATISTICS AND ITS INTERFACE, 2017, 卷号: 10, 期号: 1, 页码: 119-130
作者:  Xiao, Jin;  Hu, Yi;  Xiao, Yi;  Xu, Lixiang;  Wang, Shouyang
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Hybrid transfer learning model  Analog complexing  Genetic algorithm  Crude oil price forecasting  Transfer learning technique  
Impact of International Oil Price on Energy Conservation and Emission Reduction in China 期刊论文
SUSTAINABILITY, 2016, 卷号: 8, 期号: 6, 页码: 17
作者:  Chai, Jian;  Zhou, Youhong;  Liang, Ting;  Xing, Limin;  Lai, Kin Keung
收藏  |  浏览/下载：106/0  |  提交时间：2018/07/30
WTI crude oil price  energy conservation and emission reduction  path analysis  SVAR model  
How does Google search affect trader positions and crude oil prices? 期刊论文
ECONOMIC MODELLING, 2015, 卷号: 49, 页码: 162-171
作者:  Li, Xin;  Ma, Jian;  Wang, Shouyang;  Zhang, Xun
收藏  |  浏览/下载：97/0  |  提交时间：2018/07/30
Internet-based data  Google search volume index  Crude oil price  Granger causality  Trader positions  
Estimating the impact of extreme events on crude oil price: An EMD-based event analysis method 期刊论文
ENERGY ECONOMICS, 2009, 卷号: 31, 期号: 5, 页码: 768-778
作者:  Zhang, Xun;  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Crude oil price  Event analysis  Empirical mode decomposition  Impact of extreme events