1.1k citations · 11.6k across the 67 of their papers we have counts for
4 papers · 2 filters
Small worlds and clustering in spatial networks
Marian Boguna, Dmitri Krioukov, Pedro Almagro-Blanco +1
Networks with underlying metric spaces attract increasing research attention in network science, statistical physics, applied mathematics, computer science, sociology, and other fi…
Community Detection in the Hyperbolic Space
Matteo Bruno, Sandro Ferreira Sousa, Furkan Gursoy +4
Embedding a network in hyperbolic space can reveal interesting features for the network structure, especially in terms of self-similar characteristics. The hidden metric space, whi…
Mercator: uncovering faithful hyperbolic embeddings of complex networks
Guillermo García-Pérez, Antoine Allard, M. Ángeles Serrano +1
We introduce Mercator, a reliable embedding method to map real complex networks into their hyperbolic latent geometry. The method assumes that the structure of networks is well des…
The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks
Michele Starnini, Marián Boguñá, M. Ángeles Serrano
The increasing integration of world economies, which organize in complex multilayer networks of interactions, is one of the critical factors for the global propagation of economic…