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  • Book
  • © 2021

COVID-19: Prediction, Decision-Making, and its Impacts

  • Discusses major COVID-19 issues and challenges and AI-based solutions
  • Includes recently developed AI-driven tools and techniques
  • Covers a wide range of audience from computer science and engineering to healthcare professionals

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 60)

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Table of contents (14 chapters)

  1. Front Matter

    Pages i-xii
  2. AI for Covid-19: Conduits for Public Health Surveillance

    • C. Unnithan, J. Hardy, N. Lilley
    Pages 9-17
  3. Local Analytical System for Early Epidemic Detection

    • Yumnam Somananda Singh, Yumnam Kirani, Yumnam Jayanta Singh
    Pages 29-37
  4. Implementing Early Detection System for Covid-19 Using Anomaly Detection

    • Rishikesan Srikusan, Mugunthan Karunamoorthy
    Pages 39-45
  5. Rough Sets in COVID-19 to Predict Symptomatic Cases

    • Haribhau R. Bhapkar, Parikshit N. Mahalle, Gitanjali R. Shinde, Mufti Mahmud
    Pages 57-68
  6. Machine Learning in Fighting Pandemics: A COVID-19 Case Study

    • Mufti Mahmud, M. Shamim Kaiser
    Pages 77-81
  7. Healthcare Robots to Combat COVID-19

    • M. Shamim Kaiser, Shamim Al Mamun, Mufti Mahmud, Marzia Hoque Tania
    Pages 83-97
  8. COVID-19: A Necessity for Changes and Innovations

    • Himadri Mukherjee, Ankita Dhar, Sk. Md. Obaidullah, K. C. Santosh, Kaushik Roy
    Pages 99-105
  9. Prediction to Service Delivery: AI in Action

    • Meenakshi S. Arya, S. Prasanna Devi
    Pages 107-114
  10. COVID-19 Impacts Construction Industry: Now, then and Future

    • Soumi Majumder, Debasish Biswas
    Pages 115-125
  11. COVID-19 on Air Quality Index (AQI): A Necessary Evil?

    • Ankit Chaudhary, Vedika Gupta, Nikita Jain, K. C. Santosh
    Pages 127-137

About this book

The book aims to outline the issues of AI and COVID-19, involving predictions,medical support decision-making, and possible impact on human life. Starting withmajor COVID-19 issues and challenges, it takes possible AI-based solutions forseveral problems, such as public health surveillance, early (epidemic) prediction,COVID-19 positive case detection, and robotics integration against COVID-19.Beside mathematical modeling, it includes the necessity of changes in innovationsand possible COVID-19 impacts. The book covers a clear understanding of AI-driven tools and techniques, where pattern recognition, anomaly detection, machinelearning, and data analytics are considered. It aims to include the wide range ofaudiences from computer science and engineering to healthcare professionals.

Editors and Affiliations

  • The University of South Dakota, Vermillion, USA

    K.C. Santosh

  • Global Knowledge Research Foundation, Ahmedabad, India

    Amit Joshi

About the editors

Dr. KC Santosh (IEEE Senior Member) is the Chair and an Associate Professor for the Department of Computer Science at the University of South Dakota. Before joining USD, Dr. Santosh worked as a Research Fellow at the US National Library of Medicine (NLM), National Institutes of Health (NIH). He worked as a Postdoctoral Research Scientist at the LORIA Research Centre, Universite de Lorraine, in direct collaboration with ITESOFT, France. He also served as a Research Scientist at the INRIA Nancy Grand Est Research Centre, France, where he has received his Ph.D. diploma in Computer Science. Dr. Santosh has published more than 70 peer-reviewed research articles, 100 conference proceedings, and 11 book chapters. He has authored 4 books and edited 3 books, 14 journal issues, and 6 conference proceedings. He is currently Editor-in-Chief of IJSIP and an Associate Editor for several journals, such as International Journal of Machine Learning and Cybernetics and IEEE Access. He has also chaired more than 10 international conference events. His research projects have been funded by multiple agencies, including the SDCRGP, Department of Education (DOE), and the National Science Foundation (NSF). Dr. Santosh is the proud recipient of the Presidents Research Excellence Award (USD, 2019) and an award from the Department of Health & Human Services (2014).

Dr. Amit Joshi is currently the Director of Global Knowledge Research Foundation and also an Entrepreneur & Researcher who has completed his master’s and research in the areas of cloud computing and cryptography in medical imaging. Dr. Joshi has an experience of around 10 years in academic and industry in prestigious organizations. Dr. Joshi is an active member of ACM, IEEE, CSI, AMIE, IACSIT, Singapore, IDES, ACEEE, NPA, and many other professional societies. Currently, Dr. Joshi is the International Chair of InterYIT at International Federation of Information Processing (IFIP, Austria). He has presented and published more than 50 papers in national and international journals/conferences of IEEE and ACM. Dr. Joshi has also edited more than 40 books which are published by Springer, ACM, and other reputed publishers. Dr. Joshi has also organized more than 50 national and international conferences and programs in association with ACM, Springer, and IEEE to name a few across different countries including India, UK, Europe, USA, Canada, Thailand, Egypt, and many more.

 


Bibliographic Information

Buy it now

Buying options

eBook USD 109.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 139.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access