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Cross-validation estimate of the number of clusters in a network

Network science investigates methodologies that summarise relational data to obtain better interpretability. Identifying modular structures is a fundamental task, and assessment of the coarse-grain level is its crucial step. Here, we propose principled, scalable, and widely applicable assessment cri...

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Detalles Bibliográficos
Autores principales: Kawamoto, Tatsuro, Kabashima, Yoshiyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5468368/
https://www.ncbi.nlm.nih.gov/pubmed/28607441
http://dx.doi.org/10.1038/s41598-017-03623-x