Article

Extensive Benchmarking of Community Detection Algorithms

2025-05-12

Abstract excerpt

The detection of clusters or community in networks is an important problem in network science. We systematically evaluate many widely used community detection algorithms and their variants to identify clusters in complex networks. As the ground truth for assessing accuracy, we use artificial networks modeled on power-law distributions and real-world social networks. In addition, we also performed gene enrichment a...

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Literature Corpus work: 76aaadc9-acd6-5eb9-b1f4-b5393455ebd7
DOI: 10.1101/2025.05.07.652778

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