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Generative hypergraph models and spectral embedding

Many complex systems involve interactions between more than two agents. Hypergraphs capture these higher-order interactions through hyperedges that may link more than two nodes. We consider the problem of embedding a hypergraph into low-dimensional Euclidean space so that most interactions are short...

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Detalles Bibliográficos
Autores principales: Gong, Xue, Higham, Desmond J., Zygalakis, Konstantinos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834284/
https://www.ncbi.nlm.nih.gov/pubmed/36631576
http://dx.doi.org/10.1038/s41598-023-27565-9