Machine learning to set hyperparameters for overlapping community detection algorithms

Machine learning to set hyperparameters for overlapping community detection algorithms

Abstract The Local Fitness Method (LFM) and Speaker‐Listener Label Propagation (SLPA) algorithms are widely used to detect overlapping communities in complex networks. The main problem with these two algorithms is that they are extremely sensitive to the setting of the hyperparameters. Previous meth...

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Bibliographic Details
Main Authors: Chenglong Xiao, Yajie Wang, Shanshan Wang
Format: Article
Language:English
Published: Wiley 2023-08-01
Series:The Journal of Engineering
Subjects:
artificial intelligence
complex networks
community detection
machine learning
Online Access:https://doi.org/10.1049/tje2.12292

Internet

https://doi.org/10.1049/tje2.12292

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