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Identifying overlapping communities as well as hubs and outliers via nonnegative matrix factorization

Community detection is important for understanding networks. Previous studies observed that communities are not necessarily disjoint and might overlap. It is also agreed that some outlier vertices participate in no community, and some hubs in a community might take more important roles than others....

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Detalles Bibliográficos
Autores principales: Cao, Xiaochun, Wang, Xiao, Jin, Di, Cao, Yixin, He, Dongxiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3797436/
https://www.ncbi.nlm.nih.gov/pubmed/24129402
http://dx.doi.org/10.1038/srep02993