Application of the NARX neural network for predicting a one-dimensional time series

Application of the NARX neural network for predicting a one-dimensional time series

Time series data analysis and forecasting tool for studying the data on the use of network traffic is very important to provide acceptable and good quality network services, including network monitoring, resource management, and threat detection. More and more, the behavior of network traffic is des...

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Autores principales: Tansaule Serikov, Ainur Zhetpisbayeva, Sharafat Mirzakulova, Kairatbek Zhetpisbayev, Zhanar Ibrayeva, Lyudmila Sobolevа, Arai Tolegenova, Berik Zhumazhanov
Formato: article
Lenguaje:EN
RU
UK
Publicado: PC Technology Center 2021
Materias:
one-dimensional time series
narx model
forecasting
neural network
nonlinear autoregression
Technology (General)
T1-995
Industry
HD2321-4730.9
Acceso en línea:https://doaj.org/article/3b0ccc5ba187445989e48f4f0c5e537f
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https://doaj.org/article/3b0ccc5ba187445989e48f4f0c5e537f

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