Intelligent Data Analysis For Covid 19 Pandemic

Author: M. Niranjanamurthy
Editor: Springer
ISBN: 9789811615733
File Size: 80,57 MB
Format: PDF, Kindle
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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.
Intelligent Data Analysis for COVID-19 Pandemic
Language: en
Pages: 370
Authors: M. Niranjanamurthy, Siddhartha Bhattacharyya, Neeraj Kumar
Categories: Technology & Engineering
Type: BOOK - Published: 2021-06-23 - Publisher: Springer

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
Intelligent Systems and Methods to Combat Covid-19
Language: en
Pages: 91
Authors: Amit Joshi, Nilanjan Dey, K. C. Santosh
Categories: Artificial intelligence
Type: BOOK - Published: 2020 - Publisher: Springer Nature

This book discusses intelligent systems and methods to prevent further spread of COVID-19, including artificial intelligence, machine learning, computer vision, signal processing, pattern recognition, and robotics. It not only explores detection/screening of COVID-19 positive cases using one type of data, such as radiological imaging data, but also examines how data
Intelligent Data Analysis for COVID-19 Pandemic
Language: en
Pages:
Authors: M. Niranjanamurthy
Categories: Artificial intelligence
Type: BOOK - Published: - Publisher: Springer Nature

Books about Intelligent Data Analysis for COVID-19 Pandemic
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Type: BOOK - Published: 2020-11 - Publisher:

"Epidemic trend analysis, timeline progression, prediction and recommendation are critical for initiating effective public health control strategies and AI and data analytics play an important role in epidemiology, diagnostic and clinical fronts. The focus of this book is data analytics for COVID-19 which includes an overview of COVID-19 in terms
Data Science for COVID-19 Volume 1
Language: en
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Data Science for COVID-19 presents leading-edge research on data science techniques for the detection, mitigation, treatment and elimination of COVID-19. Sections provide an introduction to data science for COVID-19 research, considering past and future pandemics, as well as related Coronavirus variations. Other chapters cover a wide range of Data Science