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A new dynamic integrated approach for wind speed forecasting 期刊论文
APPLIED ENERGY, 2017, 卷号: 197, 页码: 151-162
作者:  Sun, Shaolong;  Qiao, Han;  Wei, Yunjie;  Wang, Shouyang
收藏  |  浏览/下载：128/0  |  提交时间：2018/07/30
Wind speed forecasting  Core vector machine  Phase space reconstruction  Kernel principal component analysis  Competition over resource algorithm  
Measuring financial risk with generalized asymmetric least squares regression 期刊论文
APPLIED SOFT COMPUTING, 2011, 卷号: 11, 期号: 8, 页码: 5793-5800
作者:  Wang, Yongqiao;  Wang, Shouyang;  Lai, K. K.
收藏  |  浏览/下载：102/0  |  提交时间：2018/07/30
Risk measurement  Value-at-risk  Expected shortfall  Kernel trick  Asymmetric least squares regression  
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：97/0  |  提交时间：2018/07/30
Hydropower consumption forecasting  LSSVR ensemble Learning  Seasonal decomposition  
Granger causality in risk and detection of extreme risk spillover between financial markets 期刊论文
JOURNAL OF ECONOMETRICS, 2009, 卷号: 150, 期号: 2, 页码: 271-287
作者:  Hong, Yongmiao;  Liu, Yanhui;  Wang, Shouyang
收藏  |  浏览/下载：124/0  |  提交时间：2018/07/30
Cross-spectrum  Extreme downside risk  Financial contagion  Granger causality in risk  Nonlinear time series  Risk management  Value at Risk  
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：120/0  |  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