Now showing items 1-5 of 5
Ensembles based on the Rich-Club and how to use them to build soft-communities
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 ...
Multilink communities of multiplex networks
Network Null Model based on Maximal Entropy and the Rich-Club
(Oxford University Press, 2012-10-08)
We present a method to construct a network null-model based on the maximum entropy principle and where the restrictions that the rich-club and the degree sequence impose are conserved. We show that the probability that two ...
Ensembles related to the rich-club coefficient for non-evolving networks
In complex networks the rich nodes are the subset of nodes with high degree. These well connected nodes tend to dominate the organisation of the network's structure. In non-evolving networks, a reference network has been ...