Intelligent Data Analysis for COVID-19 Pandemic (1st ed. 2021) (Algorithms for Intelligent Systems)

By: M. Niranjanamurthy and Siddhartha Bhattacharyya and Neeraj Kumar

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Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9789811615740
Related ISBNs:: 9789811615733
Publisher:: Springer Singapore, Singapore
Date of Addition:: 06/24/21
Copyrighted By:: The Editor
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Technology, Mathematics and Statistics, Medicine
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: M. Niranjanamurthy
Edited by:: Siddhartha Bhattacharyya
Edited by:: Neeraj Kumar