20 citations · 36 across the 4 of their papers we have counts for
9 papers · 1 filter
Reconstructing networks
Giulio Cimini, Rossana Mastrandrea, Tiziano Squartini
Complex networks datasets often come with the problem of missing information: interactions data that have not been measured or discovered, may be affected by errors, or are simply…
True scale-free networks hidden by finite size effects
Matteo Serafino, Giulio Cimini, Amos Maritan +4
We analyze about two hundred naturally occurring networks with distinct dynamical origins to formally test whether the commonly assumed hypothesis of an underlying scale-free struc…
Generalized Markov stability of network communities
Aurelio Patelli, Andrea Gabrielli, Giulio Cimini
We address the problem of community detection in networks by introducing a general definition of Markov stability, based on the difference between the probability fluxes of a Marko…
Influence of technological innovations on industrial production: A motif analysis on the multilayer network
Martina Formichini, Giulio Cimini, Emanuele Pugliese +1
We study whether specific combinations of technological advancements can signal the presence of local capabilities allowing for a given industrial production. To this end, we gener…
Numerical assessment of the percolation threshold using complement networks
Giacomo Rapisardi, Guido Caldarelli, Giulio Cimini
Models of percolation processes on networks currently assume locally tree-like structures at low densities, and are derived exactly only in the thermodynamic limit. Finite size eff…
Fragility and anomalous susceptibility of weakly interacting networks
Giacomo Rapisardi, Alex Arenas, Guido Caldarelli +1
Percolation is a fundamental concept that brought new understanding on the robustness properties of complex systems. Here we consider percolation on weakly interacting networks, th…