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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：6/0  |  提交时间：2019/04/09
Rainfall forecasting  Markov chain Monte Carlo simulation  Copulas  Bat algorithm  OS-ELM  ELM  And RF  
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region 期刊论文
ATMOSPHERIC RESEARCH, 2018, 212: 130-149
作者:  Mouatadid, Soukayna;  Raj, Nawin;  Deo, Ravinesh C.;  Adarnowski, Jan F.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Machine learning  Drought prediction  Australia  Standardized Precipitation and Evapotranspiration Index (SPEI)  Hydrological drought  Water management  
An ensemble-ANFIS based uncertainty assessment model for forecasting multi-scalar standardized precipitation index 期刊论文
ATMOSPHERIC RESEARCH, 2018, 207: 155-180
作者:  Ali, Mumtaz;  Deo, Ravinesh C.;  Downs, Nathan J.;  Maraseni, Tek
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Standardized precipitation index  Drought forecasting  Ensemble based adaptive neuro fuzzy inference system  M5 tree  Minimax probability machine regression  
Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model 期刊论文
ATMOSPHERIC RESEARCH, 2017, 184
作者:  Deo, Ravinesh C.;  Kisi, Ozgur;  Singh, Vijay P.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Standardized precipitation index  Drought forecasting  Multivariate adaptive regression spline  Least square support vector machine  M5Tree model