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Detecting the ultra low dimensionality of real networks

Reducing dimension redundancy to find simplifying patterns in high-dimensional datasets and complex networks has become a major endeavor in many scientific fields. However, detecting the dimensionality of their latent space is challenging but necessary to generate efficient embeddings to be used in...

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Detalles Bibliográficos
Autores principales: Almagro, Pedro, Boguñá, Marián, Serrano, M. Ángeles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9569339/
https://www.ncbi.nlm.nih.gov/pubmed/36243754
http://dx.doi.org/10.1038/s41467-022-33685-z