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From Louvain to Leiden: guaranteeing well-connected communities

Community detection is often used to understand the structure of large and complex networks. One of the most popular algorithms for uncovering community structure is the so-called Louvain algorithm. We show that this algorithm has a major defect that largely went unnoticed until now: the Louvain alg...

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Detalles Bibliográficos
Autores principales: Traag, V. A., Waltman, L., van Eck, N. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6435756/
https://www.ncbi.nlm.nih.gov/pubmed/30914743
http://dx.doi.org/10.1038/s41598-019-41695-z