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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...
Autores principales: | Hébert-Dufresne, Laurent, Grochow, Joshua A., Allard, Antoine |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4989159/ https://www.ncbi.nlm.nih.gov/pubmed/27535466 http://dx.doi.org/10.1038/srep31708 |
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