期刊全称 | AI Versus Epidemics | 影响因子2023 | James Hughes,Sheridan Houghten,Matthew Stoodley | 视频video | | 发行地址 | Demonstrates applied techniques for researchers and professionals working on solving problems related to epidemics.Explains why personal contact networks are the key to understanding the dynamics of a | 学科分类 | Synthesis Lectures on Learning, Networks, and Algorithms | 图书封面 |  | 影响因子 | 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. | Pindex | Book 2024 |
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