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Isolate sets partition benefits community detection of parallel Louvain method

Abstract 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...

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Bibliographische Detailangaben
Hauptverfasser: Hang Qie, Shijie Li, Yong Dou, Jinwei Xu, Yunsheng Xiong, Zikai Gao
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Portfolio 2022-05-01
Schriftenreihe:Scientific Reports
Online Zugang:https://doi.org/10.1038/s41598-022-11987-y
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