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Big data analytics and artificial intelligence against COVID19: innovation vision and approach - Research Book

Big data analytics and artificial intelligence against COVID19: innovation vision and approach - Research Book

Interesting Research Book in Big data analytics and artificial intelligence against COVID19: innovation vision and approach

Author(s) Name:  Aboul-Ella Hassanien, Nilanjan Dey, Sally Elghamrawy

About the Book:

   This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts.
   The first part discusses the forecasting and visualization of the COVID-19 data.
    The second part describes applications of artificial intelligence in the COVID-19 diagnosis of chest X-Ray imaging.
   The third part discusses the insights of artificial intelligence to stop spread of COVID-19, while the last part presents deep learning and big data analytics which help fight the COVID-19.

Table of Contents

  • Coronavirus Spreading Forecasts Based on Susceptible-Infectious-Recovered and Linear Regression Model
  • Virus Graph and COVID-19 Pandemic: A Graph Theory Approach
  • Visualization and Prediction of Trends of Covid-19 Pandemic During Early Outbreak in India Using DNN and SVR
  • The Detection of COVID-19 in CT Medical Images: A Deep Learning Approach
  • COVID-19 Data Analysis and Innovative Approach in Prediction of Cases
  • Detection of COVID-19 Using Chest Radiographs with Intelligent Deployment Architecture
  • COVID-19 Diagnostics from the Chest X-Ray Image Using Corner-Based Weber Local Descriptor
  • Why Are Generative Adversarial Networks Vital for Deep Neural Networks? A Case Study on COVID-19 Chest X-Ray Images
  • Artificial Intelligence Against COVID-19: A Meta-analysis of Current Research
  • Insights of Artificial Intelligence to Stop Spread of COVID-19
  • Artificial Intelligence and Psychosocial Support During the COVID-19 Outbreak
  • The Effect CoronaVirus Pendamic on Education into Electronic Multi-modal Smart Education
  • ISBN:  978-3-030-55258-9

    Publisher:  Springer

    Year of Publication:  2020

    Book Link:  Home Page Url