On forecasting of COVID-19 transmission in Saudi Arabia and Egypt using reservoir computing model

On forecasting of COVID-19 transmission in Saudi Arabia and Egypt using reservoir computing model

This work is devoted to introduce a reliable, fast and highly accurate reservoir computer machine learning scheme to forecast time evolution of COVID-19 pandemic. In particular, the COVID-19 official data related to susceptible cases, confirmed cases, and recovered cases in Egypt and Saudi Arabia ar...

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Bibliographic Details
Main Authors: A.A. Elsadany, A. Aldurayhim, Amr Elsonbaty
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:Alexandria Engineering Journal
Subjects:
COVID-19 pandemic
Reservoir computers
Machine learning
Epidemics, LSTM
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016823001333

Internet

http://www.sciencedirect.com/science/article/pii/S1110016823001333

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