Intelligent modelling, prediction, and diagnosis from epidemiological data : COVID-19 and beyond /: COVID-19 and beyond. (2021)

• Record Type: Book
• Further Information: Note: Edited by Siddhartha Bhattacharyya.
• Editors: Bhattacharyya, Siddhartha, 1975-
• Contents: 1. Human Immune System and Infectious Disease Faruk Bin Poyen 2. A Systematic Review of Predictive Models on COVID-19 with a Special Focus on CARD Modeling with SEI Formulation—An Indian Scenario Sougata Mazumder, Debjit Majumder, and Prasun Ghosal 3. Data Analytics to Assess the Outbreak of the Coronavirus Epidemic: Opportunities and Challenges Mourade Azrour and Jamal Mabrouki 4. Leveraging Artificial Intelligence (AI) during the Coronavirus Pandemic: Applications and Challenges Prabha Susy Mathew, Anitha S. Pillai, and Bindu Menon 5. Early Prediction of Coronavirus Epidemic Outbreak Using Stacked Long Short-Term Memory Networks Debanjan Konar, Siddhartha Bhattacharyya, Sourav De, Aparajita Das, Jan Platos, Sergey V. Gorbachev, and Khan Muhammad 6. Use of Satellite Sensors to Diagnose Changes in Air Quality in Africa Before and During the COVID-19 Pandemic Loubna Bouhachlaf, Jamal Mabrouki, Fatimazahra Mousli, Souad El Hajjaji, and Driss Dhiba 7. Public Sentiments Analysis through Tweets on the COVID-19 Pandemic: A Comparative Study and Performance Assessment Bhagwati Prasad Pande and Koushal Kumar 8. Exploring Twitter Data to Understand the Impact of COVID-19 Pandemic in India Using NLP and Deep Learning Rahul Deb Das, Ananda Sankar Pal, Madorina Paul, and Anjan Mandal 9. Novel Coronavirus (COVID-19): Tracking, Health Care Precautions, Alerts, and Early Warnings Anupam Mondal and Naba Kumar Mondal 10. Edge Computing-Based Smart Healthcare System for Home Monitoring of Quarantine Patients: Security Threat and Sustainability Aspects Biswajit Debnath, Adrija Das, Ankita Das, Rohit Roy Chowdhury, Saswati Gharami, and Abhijit Das
• Edition: 1st
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 614.592414; COVID-19 (Disease) -- Epidemiology -- Data processing; COVID-19 (Disease) -- Epidemiology -- Simulation methods; COVID-19 (Disease) -- Diagnosis -- Data processing; Epidemiology -- Data processing
• Languages: English
• ISBNs: 9781000474732; 9781000474701; 9781003158684
• Related ISBNs: 9780367746063
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.