11.5k citations · 38.7k across the 103 of their papers we have counts for
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Explosive percolation: a numerical analysis
Filippo Radicchi, Santo Fortunato
Percolation is one of the most studied processes in statistical physics. A recent paper by Achlioptas et al. [Science 323, 1453 (2009)] has shown that the percolation transition, w…
Community detection algorithms: a comparative analysis
Andrea Lancichinetti, Santo Fortunato
Uncovering the community structure exhibited by real networks is a crucial step towards an understanding of complex systems that goes beyond the local organization of their constit…
Diffusion of scientific credits and the ranking of scientists
Filippo Radicchi, Santo Fortunato, Benjamin Markines +1
Recently, the abundance of digital data enabled the implementation of graph based ranking algorithms that provide system level analysis for ranking publications and authors. Here w…
Explosive percolation in scale-free networks
Filippo Radicchi, Santo Fortunato
We study scale-free networks constructed via a cooperative Achlioptas growth process. Links between nodes are introduced in the network in order to produce a scale-free graph with…
Coevolution of Glauber-like Ising dynamics and topology
Salvatore Mandra', Santo Fortunato, Claudio Castellano
We study the coevolution of a generalized Glauber dynamics for Ising spins, with tunable threshold, and of the graph topology where the dynamics takes place. This simple coevolutio…
Community detection in graphs
Santo Fortunato
The modern science of networks has brought significant advances to our understanding of complex systems. One of the most relevant features of graphs representing real systems is co…
Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities
Andrea Lancichinetti, Santo Fortunato
Many complex networks display a mesoscopic structure with groups of nodes sharing many links with the other nodes in their group and comparatively few with nodes of different group…