Controlling Epidemics With Mathematical and Machine Learning Models (Paperback)

Communicable diseases have been an important part of human history. Epidemics afflicted populations, causing many deaths before gradually fading away and emerging again years after. Epidemics of infectious diseases are occurring more often, and spreading faster and further than ever, in many different regions of the world. The scientific community, in addition to its accelerated efforts to develop an effective treatment and vaccination, is also playing an important role in advising policymakers on possible non-pharmacological approaches to limit the catastrophic impact of epidemics using mathematical and machine learning models. Controlling Epidemics With Mathematical and Machine Learning Models provides mathematical and machine learning models for epidemical diseases, with special attention given to the COVID-19 pandemic. It gives mathematical proof of the stability and size of diseases. Covering topics such as compartmental models, reproduction number, and SIR model simulation, this premier reference source is an essential resource for statisticians, government officials, health professionals, epidemiologists, sociologists, students and educators of higher education, librarians, researchers, and academicians.

General

Imprint:	IGI Global
Country of origin:	United States
Release date:	October 2022
Authors:	Abraham Varghese • Eduardo M. Lacap, Jr. • Ibrahim Sajath • Kamal Kumar • Shajidmon Kolamban
Dimensions:	279 x 216mm (L x W)
Format:	Paperback
Pages:	300
ISBN-13:	978-1-66847-884-4
Categories:	Books > Medicine > General issues > Public health & preventive medicine > Epidemiology & medical statistics Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	1-66847-884-6
Barcode:	9781668478844

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