Probabilistic network sparsification with ego betweenness

Abstract Sparsification is the process of decreasing the number of edges in a network while one or more topological properties are preserved. For probabilistic networks, sparsification has only been studied to preserve the expected degree of the nodes. In this work we introduce a sparsification meth...

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Bibliographic Details
Main Authors: Amin Kaveh, Matteo Magnani, Christian Rohner
Format: Article
Language:English
Published: SpringerOpen 2021-07-01
Series:Applied Network Science
Subjects:
Online Access:https://doi.org/10.1007/s41109-021-00401-7