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Controlling Epidemics With Mathematical and Machine Learning Models

Media-Kombination
269 Seiten
2022
IGI Global
978-1-6684-6495-3 (ISBN)
CHF 469,95 inkl. MwSt
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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.
Erscheint lt. Verlag 21.10.2022
Reihe/Serie Advances in Computational Intelligence and Robotics
Verlagsort Hershey
Sprache englisch
Maße 178 x 254 mm
Themenwelt Studium Querschnittsbereiche Epidemiologie / Med. Biometrie
ISBN-10 1-6684-6495-0 / 1668464950
ISBN-13 978-1-6684-6495-3 / 9781668464953
Zustand Neuware
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