AI Versus Epidemics
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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.
Format:Hardcover
Language:English
ISBN:3031643720
ISBN13:9783031643729
Release Date:September 2024
Publisher:Springer
Length:97 Pages
Related Subjects
Computers Computers & Technology Math Mathematics Medical Medical Books Science & MathCustomer Reviews
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