Scaling Expected Force: Efficient Identification of Key Nodes in Network-Based Epidemic Models

Structural centrality measures are often used to approximate or predict dynamical influence in a network. The recently proposed Expected Force of Infection (ExF) measures the entropy of all potential transmission paths starting at a node, effectively characterizing a node's role in epidemic dif...

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Bibliographic Details

Published in:	Proceedings - Euromicro Workshop on Parallel and Distributed Processing pp. 98 - 107
Main Authors:	Labini, Paolo Sylos, Jurco, Andrej, Ceccarello, Matteo, Guarino, Stefano, Mastrostefano, Enrico, Vella, Flavio
Format:	Conference Proceeding
Language:	English
Published:	IEEE 20.03.2024
Subjects:	Big Data Computational modeling Epidemic Epidemics Expected Force Force Force measurement Graph Centrality Graphics processing units Measurement Network Parallel Computing Scalability SIR
ISSN:	2377-5750
Online Access:	Get full text
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