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Surrogate explanations for role discovery on graphs
Role discovery is the task of dividing the set of nodes on a graph into classes of structurally similar roles. Modern strategies for role discovery typically rely on graph embedding techniques, which are capable of recognising complex graph structures when reducing nodes to dense vector representati...
Autores principales: | Cunningham, Eoghan, Greene, Derek |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10219885/ https://www.ncbi.nlm.nih.gov/pubmed/37250201 http://dx.doi.org/10.1007/s41109-023-00551-w |
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