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A Regularized Stochastic Block Model for the robust community detection in complex networks

The stochastic block model is able to generate random graphs with different types of network partitions, ranging from the traditional assortative structures to the disassortative structures. Since the stochastic block model does not specify which mixing pattern is desired, the inference algorithms d...

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Detalles Bibliográficos
Autores principales: Lu, Xiaoyan, Szymanski, Boleslaw K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6744415/
https://www.ncbi.nlm.nih.gov/pubmed/31519944
http://dx.doi.org/10.1038/s41598-019-49580-5