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Long-term modelling of wind speeds using six different heuristic artificial intelligence approaches 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (8) : 3543-3557
作者:  Maroufpoor, Saman;  Sanikhani, Hadi;  Kisi, Ozgur;  Deo, Ravinesh C.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
gene expression programming  multivariate adaptive regression spline  neural networks  neuro-fuzzy  prediction  wind speed  
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  
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：6/0  |  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  
Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm 期刊论文
ATMOSPHERIC RESEARCH, 2017, 197
作者:  Prasad, Ramendra;  Deo, Ravinesh C.;  Li, Yan;  Maraseni, Tek
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Wavelet-hybrid model  Streamflow forecasting  Drought in Murray-Darling Basin  Iterative input selection algorithm, MODWT