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Multi-scale structure and topological anomaly detection via a new network statistic: The onion decomposition

We introduce a network statistic that measures structural properties at the micro-, meso-, and macroscopic scales, while still being easy to compute and interpretable at a glance. Our statistic, the onion spectrum, is based on the onion decomposition, which refines the k-core decomposition, a standa...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Hébert-Dufresne, Laurent, Grochow, Joshua A., Allard, Antoine
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4989159/
https://ncbi.nlm.nih.gov/pubmed/27535466
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep31708
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