Data Analytics for Pandemics
A COVID-19 Case Study
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 epidemic/pandemic, 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 pandem…
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Produktdetails
Weitere Autoren: Kalamkar, Asmita Balasaheb / Mahalle, Parikshit N. / Dey, Nilanjan
- ISBN: 978-1-00-020445-2
- EAN: 9781000204452
- Produktnummer: 33996473
- Verlag: Taylor & Francis Ltd.
- Sprache: Englisch
- Erscheinungsjahr: 2020
- Seitenangabe: 84 S.
- Plattform: EPUB
- Masse: 2'088 KB
- Auflage: 1. Auflage
- Abbildungen: 9 schwarz-weiße Abbildungen, 1 schwarz-weiße Tabellen
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