Echo State Networks: Novel reservoir selection and hyperparameter optimization model for time series forecasting

The use of computational intelligence models for multi-step time series forecasting tasks has presented satisfactory results in such a way that they are considered models with an excellent future for this type of problem. From the point of view of computational cost, the current alternatives combine...

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Vydané v:	Neurocomputing (Amsterdam) Ročník 545; s. 126317
Hlavní autori:	Valencia, Cesar H., Vellasco, Marley M.B.R., Figueiredo, Karla
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 07.08.2023
Predmet:	Echo State Network Genetic Algorithms Separation Ratio Graph Time Series Forecasting Separation Ratio Graph Echo State Network Genetic Algorithms Time Series Forecasting
ISSN:	0925-2312, 1872-8286
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