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Book 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 details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Intelligent Data Analysis for COVID-19 Pandemic
• Author: M. Niranjanamurthy, Siddhartha Bhattacharyya, Neeraj Kumar
• Language: English
• Binding: Paperback
• Number of pages: 370
• EAN: 9789811615764
• ID: 39270777
• Publisher: Springer, Berlin
• Weight: 548 g
• Dimensions: 235 × 155 × 22 mm
• Published: 2022

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