BOOKS - OS AND DB - Data Analytics for Pandemics A COVID-19 Case Study (Intelligent S...
US $5.78
475214
475214
Data Analytics for Pandemics A COVID-19 Case Study (Intelligent Signal Processing and Data Analysis)
Author: Gitanjali Rahul Shinde, Asmita Balasaheb Kalamkar, Parikshit N. Mahalle
Year: 2020
Number of pages: 84
Format: PDF/EPUB
File size: 3.5 MB
Language: ENG
Year: 2020
Number of pages: 84
Format: PDF/EPUB
File size: 3.5 MB
Language: ENG
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 of epidemicpandemic, data processing and knowledge extraction. Data sources, storage and platforms are discussed along with discussions on data models, their performance, different big data techniques, tools and technologies. This book also addresses the challenges in applying analytics to pandemic scenarios, case studies and control strategies.