ConvGraph: Community Detection of Homogeneous Relationships in Weighted Graphs

This paper proposes a new method, ConvGraph, to detect communities in highly cohesive and isolated weighted graphs, where the sum of the weights is significantly higher inside than outside the communities. The method starts by transforming the original graph into a line graph to apply a convolution,...

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Bibliographic Details
Main Authors: Héctor Muñoz, Eloy Vicente, Ignacio González, Alfonso Mateos, Antonio Jiménez-Martín
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/9/4/367