916 citations · 2.7k across the 11 of their papers we have counts for
6 papers · 1 filter
How to make the top ten: Approximating PageRank from in-degree
Santo Fortunato, Marian Boguna, Alessandro Flammini +1
PageRank has become a key element in the success of search engines, allowing to rank the most important hits in the top screen of results. One key aspect that distinguishes PageRan…
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…
Modeling the Internet
M. Angeles Serrano, Marian Boguna, Albert Diaz-Guilera
We model the Internet as a network of interconnected Autonomous Systems which self-organize under an absolute lack of centralized control. Our aim is to capture how the Internet ev…
Tuning clustering in random networks with arbitrary degree distributions
M. Angeles Serrano, Marian Boguna
We present a generator of random networks where both the degree-dependent clustering coefficient and the degree distribution are tunable. Following the same philosophy as in the co…
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…
Generalized percolation in random directed networks
M. Boguna, M. A. Serrano
We develop a general theory for percolation in directed random networks with arbitrary two point correlations and bidirectional edges, that is, edges pointing in both directions si…