Artificial Intelligence-Based Model for Predicting the Effect of Governments’ Measures on Community Mobility

Artificial Intelligence-Based Model for Predicting the Effect of Governments’ Measures on Community Mobility

Mobility is considered one of the main reasons for the COVID-19 spread. Predicting the effect of control measures on mobility is essential to apply effective decisions. This work proposes an AI-based model for mobility changes prediction. The proposed CNN-LSTM with Autoregression has achieved the be...

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Bibliographic Details
Main Authors: Nada Osman, Marwan Torki, Mustafa ElNainay, Abdulrahman AlHaidari, Emad Nabil
Format: Article
Language:English
Published: Elsevier 2021-08-01
Series:Alexandria Engineering Journal
Subjects:
COVID-19
Community mobility
Time series prediction
Autoregression
Convolution neural network
Long short-term memory network
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016821001010

Internet

http://www.sciencedirect.com/science/article/pii/S1110016821001010

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