115 citations · 670 across the 11 of their papers we have counts for
5 papers · 1 filter
Random hyperbolic graphs in dimensions
Gabriel Budel, Maksim Kitsak, Rodrigo Aldecoa +2
We consider random hyperbolic graphs in hyperbolic spaces of any dimension . We present a rescaling of model parameters that casts the random hyperbolic graph model of a…
Hyperbolic Graph Generator
Rodrigo Aldecoa, Chiara Orsini, Dmitri Krioukov
Networks representing many complex systems in nature and society share some common structural properties like heterogeneous degree distributions and strong clustering. Recent resea…
Detecting communities using asymptotical Surprise
V. A. Traag, R. Aldecoa, J-C. Delvenne
Nodes in real-world networks are repeatedly observed to form dense clusters, often referred to as communities. Methods to detect these groups of nodes usually maximize an objective…
Exploring the limits of community detection strategies in complex networks
Rodrigo Aldecoa, Ignacio Marín
The characterization of network community structure has profound implications in several scientific areas. Therefore, testing the algorithms developed to establish the optimal divi…
Closed benchmarks for network community structure characterization
Rodrigo Aldecoa, Ignacio Marín
Characterizing the community structure of complex networks is a key challenge in many scientific fields. Very diverse algorithms and methods have been proposed to this end, many wo…