Improving Node Classification through Convolutional Networks Built on Enhanced Message-Passing Graph

Enhancing message propagation is critical for solving the problem of node classification in sparse graph with few labels. The recently popularized Graph Convolutional Network (GCN) lacks the ability to propagate messages effectively to distant nodes because of over-smoothing. Besides, the GCN with n...

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Detalles Bibliográficos
Autores principales: Song, Yu, Lu, Shan, Qiu, Dehong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9525199/
https://www.ncbi.nlm.nih.gov/pubmed/36188690
http://dx.doi.org/10.1155/2022/3999144

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9525199/
https://www.ncbi.nlm.nih.gov/pubmed/36188690
http://dx.doi.org/10.1155/2022/3999144

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