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Einblick - Community Detection Algorithms
Efficient Overlapping Community Detection Algorithms Using Modularity and Cosine Functions
The authors present two overlapping network community detection algorithms based on extended modularity and cosine functions, applicable to both undirected and directed graphs.
Improving Community Detection Algorithms with Random Walks
The authors propose improvements to community detection algorithms by incorporating random walks, enhancing efficiency and maintaining complexity. Their approach aims to refine clustering results while validating the effectiveness through experiments.
VEC-SBM: Optimal Community Detection with Vectorial Edges Covariates
Edge covariates improve community detection in the VEC-SBM model.
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