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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：167/0  |  提交时间：2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
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：248/0  |  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  
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：231/0  |  提交时间：2018/10/07
Crude oil price  Decomposition and reconstruction  Forecast combination  Model selection  
A decomposition-clustering-ensemble learning approach for solar radiation forecasting 期刊论文
SOLAR ENERGY, 2018, 卷号: 163, 页码: 189-199
作者:  Sun, Shaolong;  Wang, Shouyang;  Zhang, Guowei;  Zheng, Jiali
收藏  |  浏览/下载：187/0  |  提交时间：2018/07/30
Solar radiation forecasting  Decomposition-clustering-ensemble learning approach  Ensemble empirical mode decomposition  Least square support vector regression  
A novel mode-characteristic-based decomposition ensemble model for nuclear energy consumption forecasting 期刊论文
ANNALS OF OPERATIONS RESEARCH, 2015, 卷号: 234, 期号: 1, 页码: 111-132
作者:  Tang, Ling;  Wang, Shuai;  He, Kaijian;  Wang, Shouyang
收藏  |  浏览/下载：130/0  |  提交时间：2018/07/30
Decomposition ensemble model  Data-characteristic-based modeling  Nuclear energy consumption forecasting  Time series analysis  Intelligent knowledge management  
A novel seasonal decomposition based least squares support vector regression ensemble learning approach for hydropower consumption forecasting in China 期刊论文
ENERGY, 2011, 卷号: 36, 期号: 11, 页码: 6542-6554
作者:  Wang, Shuai;  Yu, Lean;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载：95/0  |  提交时间：2018/07/30
Hydropower consumption forecasting  LSSVR ensemble Learning  Seasonal decomposition  
Forecasting China's foreign trade volume with a kernel-based hybrid econometric-AI ensemble learning approach 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2008, 卷号: 21, 期号: 1, 页码: 1-19
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：118/0  |  提交时间：2018/07/30
artificial neural networks  error-correction vector auto-regression  foreign trade prediction  hybrid ensemble learning  kernel-based method  support vector regression  
A novel nonlinear neural network ensemble model for financial time series forecasting 期刊论文
COMPUTATIONAL SCIENCE - ICCS 2006, PT 1, PROCEEDINGS, 2006, 卷号: 3991, 页码: 790-793
作者:  Lai, Kin Keung;  Yu, Lean;  Wang, Shouyang;  Wei, Huang
收藏  |  浏览/下载：82/0  |  提交时间：2018/07/30