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Manifold learning and maximum likelihood estimation for hyperbolic network embedding

The Popularity-Similarity (PS) model sustains that clustering and hierarchy, properties common to most networks representing complex systems, are the result of an optimisation process in which nodes seek to form ties, not only with the most connected (popular) system components, but also with those...

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Detalles Bibliográficos
Autores principales: Alanis-Lobato, Gregorio, Mier, Pablo, Andrade-Navarro, Miguel A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6245200/
https://www.ncbi.nlm.nih.gov/pubmed/30533502
http://dx.doi.org/10.1007/s41109-016-0013-0