Contagion Source Detection in Epidemic and Infodemic Outbreaks Mathematical Analysis and Network Algorithms |
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| Author:
| Tan, Chee Wei
Yu, Pei-Duo |
| Series title: | Foundations and Trends in Networking Ser. |
| ISBN: | 978-1-63828-250-1 |
| Publication Date: | Jul 2023 |
| Publisher: | Now Publishers
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| Book Format: | Paperback |
| List Price: | USD $99.00 |
Book Description:
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This monograph provides an overview of the mathematical theories and computational algorithm design for contagion source detection in large networks. By leveraging network centrality as a tool for statistical inference, we can accurately identify the source of contagions, trace their spread, and predict future trajectories.
This monograph provides an overview of the mathematical theories and computational algorithm design for contagion source detection in large networks. By leveraging network centrality as a tool for statistical inference, we can accurately identify the source of contagions, trace their spread, and predict future trajectories.