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Chaotic time series prediction with a global model: Artificial neural network

Journal of HydrologyPublished 14 October 2005Open access
Dulakshi S. K. Karunasinghe, Shie‐Yui Liong
Citations177
SJR quartileQ4
SJR score0.11
SNIP0.06
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TL;DR

A remarkable prediction performance was gained with Global ANN models on noise-free chaotic Lorenz series and showed the superiority of global ANN models over the widely used local prediction models.

Abstract

10.1016/j.jhydrol.2005.07.048

Keywords

Computer ScienceEconomics, Econometrics and FinancePhysics and Astronomy