Data & IT
Intelligent Data Analysis for COVID-19 Pandemic
M Niranjanamurthy • Siddhartha Bhattacharyya • Neeraj Kumar
Inbunden
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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.
- Format: Inbunden
- ISBN: 9789811615733
- Språk: Engelska
- Antal sidor: 370
- Utgivningsdatum: 2021-06-23
- Förlag: Springer Verlag, Singapore