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insight - Community Detection
VEC-SBM: Optimale Community Detection mit Vektoriellen Kanten
Die Integration von Kanteninformationen verbessert signifikant die Genauigkeit der Community Detection.
Efficient Community Detection in Networks via Local Dominance
The core message of this article is that the notion of local dominance can be used to efficiently detect communities in complex networks. The proposed Local Search (LS) algorithm identifies community centers based on local information, such as node degree and distance to other local leaders, and then assigns nodes to communities based on these local dominance relations.
Produtos | Recursos
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