916 citations · 2.7k across the 11 of their papers we have counts for
24 papers
Extracting the multiscale backbone of complex weighted networks
M. Angeles Serrano, Marian Boguna, Alessandro Vespignani
A large number of complex systems find a natural abstraction in the form of weighted networks whose nodes represent the elements of the system and the weighted edges identify the p…
Langevin approach for the dynamics of the contact process on annealed scale-free networks
Marian Boguna, Claudio Castellano, Romualdo Pastor-Satorras
We study the dynamics of the contact-process, one of the simplest nonequilibrium stochastic processes, taking place on a scale-free network. We consider the network topology as ann…
Navigating ultrasmall worlds in ultrashort time
Marian Boguna, Dmitri Krioukov
Random scale-free networks are ultrasmall worlds. The average length of the shortest paths in networks of size N scales as lnlnN. Here we show that these ultrasmall worlds can be n…
Self-similarity of complex networks and hidden metric spaces
M. Angeles Serrano, Dmitri Krioukov, Marian Boguna
We demonstrate that the self-similarity of some scale-free networks with respect to a simple degree-thresholding renormalization scheme finds a natural interpretation in the assump…
Navigability of Complex Networks
Marian Boguna, Dmitri Krioukov, kc claffy
Routing information through networks is a universal phenomenon in both natural and manmade complex systems. When each node has full knowledge of the global network connectivity, fi…
Patterns of dominant flows in the world trade web
M. Angeles Serrano, Marian Boguna, Alessandro Vespignani
The large-scale organization of the world economies is exhibiting increasingly levels of local heterogeneity and global interdependency. Understanding the relation between local an…