Hybrid models to improve the monthly river flow prediction: Integrating artificial intelligence and non-linear time series models
Author:
Publisher
Elsevier BV
Subject
Water Science and Technology
Reference49 articles.
1. A comparative study of artificial neural networks and neuro-fuzzy in continuous modeling of the daily and hourly behaviour of runoff;Aqil;J. Hydrol.,2007
2. River discharges forecasting in Northern Iraq using different ANN techniques;Awchi;Water Resour. Manage.,2014
3. Data mining in hydrology;Babovic;Hydrol. Proc. An Int. J.,2005
4. Neural Networks for Pattern Recognition;Bishop,1995
5. Generalized autoregressive conditional heteroskedasticity;Bollerslev;J. Econometrics,1986
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