Isolate sets partition benefits community detection of parallel Louvain method

Community detection is a vital task in many fields, such as social networks, and financial analysis, to name a few. The Louvain method, the main workhorse of community detection, is a popular heuristic method based on modularity. But it is difficult for the sequential Louvain method to deal with lar...

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Detalles Bibliográficos
Autores principales: Qie, Hang, Li, Shijie, Dou, Yong, Xu, Jinwei, Xiong, Yunsheng, Gao, Zikai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114431/
https://www.ncbi.nlm.nih.gov/pubmed/35581228
http://dx.doi.org/10.1038/s41598-022-11987-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9114431/
https://www.ncbi.nlm.nih.gov/pubmed/35581228
http://dx.doi.org/10.1038/s41598-022-11987-y

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