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Comparative analysis and forecasting of COVID-19 cases in various European countries with ARIMA, NARNN and LSTM approaches

In this study, confirmed COVID-19 cases of Denmark, Belgium, Germany, France, United Kingdom, Finland, Switzerland and Turkey were modeled with Auto-Regressive Integrated Moving Average (ARIMA), Nonlinear Autoregression Neural Network (NARNN) and Long-Short Term Memory (LSTM) approaches. Six model p...

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Detalles Bibliográficos
Autores principales: Kırbaş, İsmail, Sözen, Adnan, Tuncer, Azim Doğuş, Kazancıoğlu, Fikret Şinasi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293493/
https://www.ncbi.nlm.nih.gov/pubmed/32565625
http://dx.doi.org/10.1016/j.chaos.2020.110015