Cargando…
Forecasting daily Covid-19 cases in the world with a hybrid ARIMA and neural network model
The use of models to predict disease cases is common in epidemiology and related areas, in the context of Covid-19, both ARIMA and Neural Network models can be applied for purposes of optimized resource management, so the aim of this study is to capture the linear and non-linear structures of daily...
Autores principales: | de Araújo Morais, Lucas Rabelo, da Silva Gomes, Gecynalda Soares |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283122/ https://www.ncbi.nlm.nih.gov/pubmed/35854916 http://dx.doi.org/10.1016/j.asoc.2022.109315 |
Ejemplares similares
-
Applying Spatio-temporal Scan Statistics and Spatial Autocorrelation Statistics to identify Covid-19 clusters in the world - A Vaccination Strategy?
por: Morais, Lucas Rabelo de Araújo, et al.
Publicado: (2021) -
A Hybrid Neural Network Model for Sales Forecasting Based on ARIMA and Search Popularity of Article Titles
por: Omar, Hani, et al.
Publicado: (2016) -
Research on GDP Forecast Analysis Combining BP Neural Network and ARIMA Model
por: Lu, Shaobo
Publicado: (2021) -
Smoothing Strategies Combined with ARIMA and Neural Networks to Improve the Forecasting of Traffic Accidents
por: Barba, Lida, et al.
Publicado: (2014) -
Comparison of ARIMA, ES, GRNN and ARIMA–GRNN hybrid models to forecast the second wave of COVID-19 in India and the United States
por: Wang, Gang, et al.
Publicado: (2021)