Automatic Detection of Multilevel Communities: Scalable, Selective and Resolution-Limit-Free

Automatic Detection of Multilevel Communities: Scalable, Selective and Resolution-Limit-Free

Community structure is one of the most important features of complex networks. Modularity-based methods for community detection typically rely on heuristic algorithms to optimize a specific community quality function. Such methods have two major limits: (1) the resolution limit problem, which prohib...

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Bibliographic Details
Main Authors: Kun Gao, Xuezao Ren, Lei Zhou, Junfang Zhu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
community detection
resolution limit problem
modularity
multilevel community
Louvain algorithm
Online Access:https://www.mdpi.com/2076-3417/13/3/1774

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