Intelligent Data Analysis for COVID-19 Pandemic


Intelligent Data Analysis for COVID-19 Pandemic (Algorithms for Intelligent Systems)
by: M. Niranjanamurthy,Siddhartha Bhattacharyya,Neeraj Kumar
Publisher Finelybook 出版社:Springer; 1st ed. 2021 edition (23 Jun. 2021)
Language 语言:English
pages 页数:389 pages
ISBN-10 书号:981161573X
ISBN-13 书号:9789811615733

Book Description
Intelligent Data Analysis for COVID-19 Pandemic (Algorithms for Intelligent Systems)

This book presents intelligent data analysis as a tool to fight against COVID-19 pandemic. The intelligent data analysis includes machine learning, natural language processing, and computer vision applications to teach computers to use big data-based models for pattern recognition, explanation, and prediction. These functions are discussed in detail in the book to recognize (diagnose), predict, and explain (treat) COVID-19 infections, and help manage socio-economic impacts. It also discusses primary warnings and alerts; tracking and prediction; data dashboards; diagnosis and prognosis; treatments and cures; and social control by: the use of intelligent data analysis. It provides analysis reports, solutions using real-time data, and solution through web applications details.

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