Spectral estimation for detecting low-dimensional structure in networks using arbitrary null models.

Discovering low-dimensional structure in real-world networks requires a suitable null model that defines the absence of meaningful structure. Here we introduce a spectral approach for detecting a network's low-dimensional structure, and the nodes that participate in it, using any null model. We...

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Autores principales: Mark D Humphries, Javier A Caballero, Mat Evans, Silvia Maggi, Abhinav Singh
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/8e3af9a39a9346388a00ba72b8347795
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