Community Detection Algorithm Based on Nonnegative Matrix Factorization and Improved Density Peak Clustering

Community detection is a critical issue in the field of complex networks. Recently, the nonnegative matrix factorization (NMF) method has successfully uncovered the community structure in the complex networks. However, this method has a significant drawback; most of community detection methods using...

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Bibliographic Details
Main Authors: Hong Lu, Xiaoshuang Sang, Qinghua Zhao, Jianfeng Lu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8949519/