Wavelet-Based Denoising for Traffic Volume Time Series Forecasting with Self-Organizing Neural Networks

Author:

Boto-Giralda Daniel,Díaz-Pernas Francisco J.,González-Ortega David,Díez-Higuera José F.,Antón-Rodríguez Míriam,Martínez-Zarzuela Mario,Torre-Díez Isabel

Publisher

Wiley

Subject

Computational Theory and Mathematics,Computer Graphics and Computer-Aided Design,Computer Science Applications,Civil and Structural Engineering

Reference77 articles.

1. Wavelet thresholding via Bayesian approach;Abramovich;Journal of the Royal Statistical Society,1998

2. Dynamic fuzzy wavelet neural network model for structural system identification;Adeli;ASCE Journal of Structural Engineering,2006

3. Distributed genetic algorithms for structural optimization;Adeli;Journal of Aerospace Engineering,1995a

4. Concurrent structural optimization on a massively parallel supercomputer;Adeli;Journal of Structural Engineering, ASCE,1995b

5. An adaptive conjugate gradient neural network - wavelet model for traffic incident detection;Adeli;Computer-Aided Civil and Infrastructure Engineering,2000

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