916 citations · 1.2k across the 4 of their papers we have counts for
7 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…
Interfaces and the edge percolation map of random directed networks
M. Angeles Serrano, Paolo De Los Rios
The traditional node percolation map of directed networks is reanalyzed in terms of edges. In the percolated phase, edges can mainly organize into five distinct giant connected com…
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…
Correlations in weighted networks
M. Angeles Serrano, Marian Boguna, Romualdo Pastor-Satorras
We develop a statistical theory to characterize correlations in weighted networks. We define the appropriate metrics quantifying correlations and show that strictly uncorrelated we…
Decoding the structure of the WWW: facts versus sampling biases
M. Angeles Serrano, Ana Maguitman, Marian Boguna +2
The understanding of the immense and intricate topological structure of the World Wide Web (WWW) is a major scientific and technological challenge. This has been tackled recently b…
Weighted Configuration Model
M. A. Serrano, M. Boguna
The configuration model is one of the most successful models for generating uncorrelated random networks. We analyze its behavior when the expected degree sequence follows a power…