28 citations · 59 across the 4 of their papers we have counts for
4 papers
Community detection in hypergraphs through hyperedge percolation
Bianka Kovács, Barnabás Benedek, Gergely Palla
Complex networks often exhibit community structure, with communities corresponding to denser subgraphs in which nodes are closely linked. When modelling systems where interactions…
Model-independent methods for embedding directed networks into Euclidean and hyperbolic spaces
Bianka Kovács, Gergely Palla
The arrangement of network nodes in hyperbolic spaces has become a widely studied problem, motivated by numerous results suggesting the existence of hidden metric spaces behind the…
The inherent community structure of hyperbolic networks
Bianka Kovács, Gergely Palla
A remarkable approach for grasping the relevant statistical features of real networks with the help of random graphs is offered by hyperbolic models, centred around the idea of pla…
Optimisation of the coalescent hyperbolic embedding of complex networks
Bianka Kovács, Gergely Palla
Several observations indicate the existence of a latent hyperbolic space behind real networks that makes their structure very intuitive in the sense that the probability for a conn…