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AI Versus Epidemics

von Daniel Ashlock, James Hughes, Joseph Alexander Brown, Matthew Stoodley, Michael Dubé, Sheridan Houghten und Wendy Ashlock
Hardcover - 9783031643729
42,79 €
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Softcover - 9783031643750
42,79 €

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Weitere Formate

Softcover - 9783031643750
42,79 €

Beschreibung

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. 

Details

Verlag Springer International Publishing
Ersterscheinung 25. September 2024
Maße 24 cm x 16.8 cm
Gewicht 399 Gramm
Format Hardcover
ISBN-13 9783031643729
Seiten 97

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