5.5k citations · 10.3k across the 59 of their papers we have counts for
61 papers
Greedy routing optimisation in hyperbolic networks
Bendegúz Sulyok, Gergely Palla
Finding the optimal embedding of networks into low-dimensional hyperbolic spaces is a challenge that received considerable interest in recent years, with several different approach…
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…
Maximally modular structure of growing hyperbolic networks
Sámuel G. Balogh, Bianka Kovács, Gergely Palla
Hyperbolic models are remarkably good at reproducing the scale-free, highly clustered and small-world properties of networks representing real complex systems in a very simple fram…
Growing hyperbolic networks beyond two dimensions: the generalised popularity-similarity optimisation model
Bianka Kovács, Sámuel G. Balogh, Gergely Palla
Hyperbolic network models have gained considerable attention in recent years, mainly due to their capability of explaining many peculiar features of real-world networks. One of 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…