Intelligent Data Analysis For Covid-19 Pandemic (Algorithms For Intelligent Systems) - 9789811615764

Springer
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9789811615764
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9789811615764
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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.


  • | Author: M. Niranjanamurthy|Siddhartha Bhattacharyya|Neeraj Kumar
  • | Publisher: Springer
  • | Publication Date: Jul 07, 2022
  • | Number of Pages: 389 pages
  • | Language: English
  • | Binding: Paperback/Technology & Engineering
  • | ISBN-10: 9811615764
  • | ISBN-13: 9789811615764
Author:
M. Niranjanamurthy, Siddhartha Bhattacharyya, Neeraj Kumar
Publisher:
Springer
Publication Date:
Jul 07, 2022
Number of pages:
389 pages
Language:
English
Binding:
Paperback/Technology & Engineering
ISBN-10:
9811615764
ISBN-13:
9789811615764