4 papers
Universality of citation distributions: towards an objective measure of scientific impact
Filippo Radicchi, Santo Fortunato, Claudio Castellano
We study the distributions of citations received by a single publication within several disciplines, spanning broad areas of science. We show that the probability that an article i…
Benchmark graphs for testing community detection algorithms
Andrea Lancichinetti, Santo Fortunato, Filippo Radicchi
Community structure is one of the most important features of real networks and reveals the internal organization of the nodes. Many algorithms have been proposed but the crucial is…
Community Structure in Graphs
Santo Fortunato, Claudio Castellano
Graph vertices are often organized into groups that seem to live fairly independently of the rest of the graph, with which they share but a few edges, whereas the relationships bet…
Motif-based communities in complex networks
Alex Arenas, Alberto Fernandez, Santo Fortunato +1
Community definitions usually focus on edges, inside and between the communities. However, the high density of edges within a community determines correlations between nodes going…