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Forecasting daily tourism volume: a hybrid approach with CEMMDAN and multi-kernel adaptive ensemble 期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
Authors:  Zhao, Erlong;  Du, Pei;  Azaglo, Ernest Young;  Wang, Shouyang;  Sun, Shaolong
Favorite  |  View/Download:35/0  |  Submit date:2022/04/29
Daily tourism volume forecasting  decomposition ensemble approach  sample entropy  kernel extreme learning machine  multi-kernel adaptive strategy  
On gamma estimation via matrix kriging 期刊论文
NAVAL RESEARCH LOGISTICS, 2019, 卷号: 66, 期号: 5, 页码: 393-410
Authors:  Yun, Xin;  Hong, L. Jeff;  Jiang, Guangxin;  Wang, Shouyang
Favorite  |  View/Download:84/0  |  Submit date:2020/01/10
financial risk management  gradient estimation  Greeks  stochastic kriging  
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
Authors:  Gan, Kai;  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
Favorite  |  View/Download:136/0  |  Submit date: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
Authors:  Wang, Jue;  Li, Xiang;  Hong, Tao;  Wang, Shouyang
Favorite  |  View/Download:139/0  |  Submit date:2018/10/07
Crude oil price  Decomposition and reconstruction  Forecast combination  Model selection  
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
Authors:  Xie, Gang;  Zhang, Ning;  Wang, Shouyang
Favorite  |  View/Download:87/0  |  Submit date:2018/07/25
Container throughput  Data characteristic analysis  Model selection  Time series forecasting  Decomposition-ensemble methodology  
EFFICIENCY DECOMPOSITION WITH SHARED INPUTS AND OUTPUTS IN TWO-STAGE DEA 期刊论文
Journal of Systems Science and Systems Engineering, 2016, 卷号: 25, 期号: 1, 页码: 23
Authors:  Li Lin;  Dai Qianzhi;  Huang Haijun;  Wang Shouyang
Favorite  |  View/Download:61/0  |  Submit date:2018/07/30
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
Authors:  Wang, Shuai;  Yu, Lean;  Tang, Ling;  Wang, Shouyang
Favorite  |  View/Download:53/0  |  Submit date:2018/07/30
Hydropower consumption forecasting  LSSVR ensemble Learning  Seasonal decomposition