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AI Versus Epidemics

AI Versus Epidemics

Paperback

Series: Synthesis Lectures on Learning, Networks, and Algorithms

Medical ReferenceGeneral ComputersProbability & Statistics

Currently unavailable to order

ISBN10: 3031643755
ISBN13: 9783031643750
Publisher: Springer
Published: Sep 25 2025
Pages: 97
Language: English
This book presents algorithms and tools that are designed to model and extract information from personal contact networks, which represent which individuals in a population are physically in contact with one another. The authors developed these tools based on research they conducted during the COVID-19 pandemic, with the goal of improving responses to epidemics in the future. The book provides methods for modelling the transmission of infection across a population. The authors explain how an epidemic model can be used to strategically distribute vaccines and minimize the spread of a virus. The book shows how evolutionary computation, graph compression, and network induction can be utilized to manage issues that arise from an epidemic.

Also from

Hughes, James

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General Computers