Daily streamflow prediction using optimally pruned extreme learning machine
Author:
Publisher
Elsevier BV
Subject
Water Science and Technology
Reference50 articles.
1. Comparison of multivariate adaptive regression splines with coupled wavelet transform artificial neural networks for runoff forecasting in Himalayan microwatersheds with limited data;Adamowski;J. Hydroinf.,2012
2. Improving accuracy of river flow forecasting using LSSVR with gravitational search algorithm;Adnan;Adv. Meteorol.,2017
3. Stream flow forecasting of poorly gauged mountainous watershed by least square support vector machine, fuzzy genetic algorithm and M5 model tree using climatic data from nearby station;Adnan;Water Resour. Manage.,2018
4. Modelling long-term groundwater fluctuations by extreme learning machine using hydro-climatic data;Alizamir;Hydrol. Sci. J.,2018
5. Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation;Al-Sudani;J. Hydrol.,2019
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