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Evolutionary support vector machine for RMB exchange rate forecasting 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
Authors:  Fu, Sibao;  Li, Yongwu;  Sun, Shaolong;  Li, Hongtao
Favorite  |  View/Download:13/0  |  Submit date:2020/01/10
Exchange rate forecasting  Evolutionary support vector regression  Particle swarm optimization  Genetic algorithm  Phase space reconstruction  
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:30/0  |  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 new dynamic integrated approach for wind speed forecasting 期刊论文
APPLIED ENERGY, 2017, 卷号: 197, 页码: 151-162
Authors:  Sun, Shaolong;  Qiao, Han;  Wei, Yunjie;  Wang, Shouyang
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Wind speed forecasting  Core vector machine  Phase space reconstruction  Kernel principal component analysis  Competition over resource algorithm  
Application of decomposition-ensemble learning paradigm with phase space reconstruction for day-ahead PM2.5 concentration forecasting 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 卷号: 196, 页码: 110-118
Authors:  Niu, Mingfei;  Gan, Kai;  Sun, Shaolong;  Li, Fengying
Favorite  |  View/Download:9/0  |  Submit date:2018/07/30
PM2.5 concentration forecasting  Decomposition-ensemble learning paradigm  EEMD  PSR  LSSVM  
Rainfall data simulation by hidden Markov model and discrete wavelet transformation 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2009, 卷号: 23, 期号: 7, 页码: 863-877
Authors:  Jayawardena, A. W.;  Xu, P. C.;  Li, W. K.
Favorite  |  View/Download:7/0  |  Submit date:2018/07/30
Daily rainfall  Discrete wavelet transformation  Hidden Markov model  Expectation-maximization algorithm  False nearest neighbours  Phase space reconstruction