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Directed network Laplacians and random graph models

We consider spectral methods that uncover hidden structures in directed networks. We establish and exploit connections between node reordering via (a) minimizing an objective function and (b) maximizing the likelihood of a random graph model. We focus on two existing spectral approaches that build a...

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Detalles Bibliográficos
Autores principales: Gong, Xue, Higham, Desmond J., Zygalakis, Konstantinos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8511780/
https://www.ncbi.nlm.nih.gov/pubmed/34659784
http://dx.doi.org/10.1098/rsos.211144