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Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach

This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into fo...

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Corporate Author: SpringerLink (Online service)
Other Authors: Hassanien, Aboul-Ella. (Editor, http://id.loc.gov/vocabulary/relators/edt), Dey, Nilanjan. (Editor, http://id.loc.gov/vocabulary/relators/edt), Elghamrawy, Sally. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:1st ed. 2020.
Series:Studies in Big Data, 78
Subjects:
Engineering—Data processing.
Artificial intelligence.
Computational intelligence.
Biomedical engineering.
Epidemiology.
Big data.
Data Engineering.
Artificial Intelligence.
Computational Intelligence.
Biomedical Engineering and Bioengineering.
Big Data.
Online Access:https://doi.org/10.1007/978-3-030-55258-9
Summary:This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first part discusses the forecasting and visualization of the COVID-19 data. The second part describes applications of artificial intelligence in the COVID-19 diagnosis of chest X-Ray imaging. The third part discusses the insights of artificial intelligence to stop spread of COVID-19, while the last part presents deep learning and big data analytics which help fight the COVID-19. .
Physical Description:XI, 307 p. 169 illus., 130 illus. in color. online resource.
ISBN:9783030552589
ISSN:2197-6503 ;

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