Community Detection Using Deep Learning: Combining Variational Graph Autoencoders with Leiden and K-Truss Techniques
Deep learning struggles with unsupervised tasks like community detection in networks. This work proposes the Enhanced Community Detection with Structural Information VGAE (VGAE-ECF) method, a method that enhances variational graph autoencoders (VGAEs) for community detection in large networks. It in...
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| Autori principali: | , , , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
MDPI AG
2024-09-01
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| Serie: | Information |
| Soggetti: | |
| Accesso online: | https://www.mdpi.com/2078-2489/15/9/568 |
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