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cs.SI2024
Modularity Based Community Detection in Hypergraphs
BogumiÅ KamiÅski, PaweÅ Misiorek, PaweÅ PraÅat +1
In this paper, we propose a scalable community detection algorithm using hypergraph modularity function, h-Louvain. It is an adaptation of the classical Louvain algorithm in the co…
cs.SI2024
Predicting Properties of Nodes via Community-Aware Features
BogumiÅ KamiÅski, PaweÅ PraÅat, François Théberge +1
This paper shows how information about the network's community structure can be used to define node features with high predictive power for classification tasks. To do so, we defin…