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LPA-MNI: An Improved Label Propagation Algorithm Based on Modularity and Node Importance for Community Detection

Community detection is of great significance in understanding the structure of the network. Label propagation algorithm (LPA) is a classical and effective method, but it has the problems of randomness and instability. An improved label propagation algorithm named LPA-MNI is proposed in this study by...

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Detalles Bibliográficos
Autores principales: Li, Huan, Zhang, Ruisheng, Zhao, Zhili, Liu, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8143565/
https://www.ncbi.nlm.nih.gov/pubmed/33919470
http://dx.doi.org/10.3390/e23050497