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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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| Главные авторы: | , , , , , |
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| Формат: | Artigo |
| Язык: | Inglês |
| Опубликовано: |
Nature Portfolio
2022-05-01
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| Серии: | Scientific Reports |
| Online-ссылка: | https://doi.org/10.1038/s41598-022-11987-y |
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