arXiv Open Access 2015

Ensembles based on the Rich-Club and how to use them to build soft-communities

Raul J. Mondragon

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Abstrak

Ensembles of networks are used as null-models to discriminate network structures. We present an efficient algorithm, based on the maximal entropy method to generate network ensembles defined by the degree sequence and the rich-club coefficient. The method is applicable for unweighted, undirected networks. The ensembles are used to generate correlated and uncorrelated null--models of a real networks. These ensembles can be used to define the partition of a network into soft communities.

Topik & Kata Kunci

cs.SI physics.data-an

Penulis (1)

Raul J. Mondragon

Format Sitasi

APA MLA BibTeX

Mondragon, R.J. (2015). Ensembles based on the Rich-Club and how to use them to build soft-communities. https://arxiv.org/abs/1504.05782

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Informasi Jurnal

Tahun Terbit: 2015
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓