Impact of EMD decomposition and random initialisation of weights in ANN hindcasting of daily stream flow series: An empirical examination

Author:

Napolitano Giulia,Serinaldi Francesco,See Linda

Publisher

Elsevier BV

Subject

Water Science and Technology

Reference97 articles.

1. Abrahart, R.J., See, L., Solomatine, D., Toth, E. (Eds.), 2007. Data-driven Approaches, Optimization And Model Integration: Hydrological Applications. Hydrology and Earth System Sciences, Special Issue. .

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3. Fuzzy neural networks for water level and discharge forecasting with uncertainty;Alvisi;Environ. Modell. Softw.,2011

4. Asymptotic statistical theory of overtraining and cross-validation;Amari;IEEE Trans. Neural Networks,1997

5. Generalisation for neural networks through data sampling and training procedures, with applications to streamflow predictions;Anctil;Hydrol. Earth Syst. Sci.,2004

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