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Detecting the ultra low dimensionality of real networks
Pedro Almagro-Blanco, Marian Boguna, M. Angeles Serrano
Reducing dimension redundancy to find simplifying patterns in high-dimensional datasets and complex networks has become a major endeavor in many scientific fields. However, detecti…
Multiscale Voter Model on Real Networks
Elisenda Ortiz, M. Ángeles Serrano
We introduce the Multiscale Voter Model (MVM) to investigate clan influence at multiple scale -- family, neighborhood, political party... -- in opinion formation on real complex ne…
A geometry-induced topological phase transition in random graphs
Jasper van der Kolk, M. Ángeles Serrano, Marián Boguñá
Clustering $\unicode{x2013}$ the tendency for neighbors of nodes to be connected $\unicode{x2013}$ quantifies the coupling of a complex network to its latent metric space. In rando…