Graph neural network inspired algorithm for unsupervised network community detection

Abstract Network community detection often relies on optimizing partition quality functions, like modularity. This optimization appears to be a complex problem traditionally relying on discrete heuristics. And although the problem could be reformulated as continuous optimization, direct application...

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Bibliographic Details
Main Authors: Stanislav Sobolevsky, Alexander Belyi
Format: Article
Language:English
Published: SpringerOpen 2022-09-01
Series:Applied Network Science
Subjects:
Online Access:https://doi.org/10.1007/s41109-022-00500-z