Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting-Reference-Cited by-同舟云学术

Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting

Published:2019-07 Issue: Volume:80 Page:494-505
ISSN:1568-4946
Container-title:Applied Soft Computing
language:en
Short-container-title:Applied Soft Computing

Author:

Freire Paula Karenina de Macedo Machado^ORCID,Santos Celso Augusto Guimarães^ORCID,Silva Gustavo Barbosa Lima da^ORCID

Funder

Brazil’s National Council for Scientific and Technological DevelopmentBrazil’s National Council for Scientific and Technological Development (CNPq)

Brazilian Agency for the Improvement of Higher EducationBrazilian Agency for the Improvement of Higher Education (Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPES)

Universidade Federal da Paraíba, Brazil

Publisher

Elsevier BV

Subject

Software

Reference45 articles.

1. River flow forecasting using recurrent neural network;Kumar;Water Resour. Manag.,2004

2. ONS, Operador Nacional do Sistema Elétrico, 2012. Available in www.ons.org.br.

3. Forecasting daily streamflow for basins with different physical characteristics through data-driven methods;Hadi;Water Resour. Manage.,2018

4. A comparison of nonlinear stochastic self-exciting threshold autoregressive and chaotic k-nearest neighbour models in daily streamflow forecasting;Tongal;Water Resour. Manage.,2016

5. M.J.S. Valença, G.C. Vasconcelos, Estudo comparativo dos modelos Box-Jenkins, redes neurais e regressão múltipla na previsão de vazões. Simpósio Brasileiro de Redes Neurais, 4, Goiânia. 1997 55–57.

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