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Multi-stage hybridized online sequential extreme learning machine integrated with Markov Chain Monte Carlo copula-Bat algorithm for rainfall forecasting 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 450-464
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Rainfall forecasting  Markov chain Monte Carlo simulation  Copulas  Bat algorithm  OS-ELM  ELM  And RF  
Selection of climate models for projection of spatiotemporal changes in temperature of Iraq with uncertainties 期刊论文
ATMOSPHERIC RESEARCH, 2018, 213: 509-522
作者:  Salman, Saleem A.;  Shahid, Shamsuddin;  Ismail, Tarmizi;  Ahmed, Kamal;  Wang, Xiao-Jun
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Temperature  Global circulation models  Systematic uncertainty  Representative concentration pathways  Quantile regression  Iraq  
Improvement of rainfall estimation from MSG data using Random Forests classification and regression 期刊论文
ATMOSPHERIC RESEARCH, 2018, 211: 62-72
作者:  Ouallouche, Fethi;  Lazri, Mourad;  Ameur, Soltane
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
Rainfall estimation  Learning machine  Random Forest (RF)  Meteosat Second Generation (MSG)  
Combination of support vector machine, artificial neural network and random forest for improving the classification of convective and stratiform rain using spectral features of SEVIRI data 期刊论文
ATMOSPHERIC RESEARCH, 2018, 203: 118-129
作者:  Lazri, Mourad;  Ameur, Soltane
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Support vector machine  Network neural  Random forest  MSG-SEVIRI  Radar image  Classification