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portada Controlling Epidemics With Mathematical and Machine Learning Models
Type
Physical Book
Author
Publisher
Language
English
Pages
284
Format
Paperback
Dimensions
25.4 x 17.8 x 1.5 cm
Weight
0.49 kg.
ISBN13
9781668478844
Categories

Controlling Epidemics With Mathematical and Machine Learning Models

Abraham Varghese (Author) · Eduardo M. Lacap (Author) · Ibrahim Sajath (Author) · IGI Global · Paperback

Controlling Epidemics With Mathematical and Machine Learning Models - Varghese, Abraham ; Lacap, Eduardo M., Jr. ; Sajath, Ibrahim

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Synopsis "Controlling Epidemics With Mathematical and Machine Learning Models"

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.

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