GCN-based unsupervised community detection with refined structure centers and expanded pseudo-labeled set.

Community detection is a classical problem for analyzing the structures of various graph-structured data. An efficient approach is to expand the community structure from a few structure centers based on the graph topology. Considering them as pseudo-labeled nodes, graph convolutional network (GCN) i...

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Bibliographic Details
Main Authors: Bing Guo, Liping Deng, Tao Lian
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0327022
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