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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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Main Authors: Hang Qie, Shijie Li, Yong Dou, Jinwei Xu, Yunsheng Xiong, Zikai Gao
פורמט: Artigo
שפה:Inglês
יצא לאור: Nature Portfolio 2022-05-01
סדרה:Scientific Reports
גישה מקוונת:https://doi.org/10.1038/s41598-022-11987-y
תגים: הוספת תג
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