9 citations · 16 across the 3 of their papers we have counts for
6 papers
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…
The Grand Canonical ensemble of weighted networks
Andrea Gabrielli, Rossana Mastrandrea, Guido Caldarelli +1
The cornerstone of statistical mechanics of complex networks is the idea that the links, and not the nodes, are the effective particles of the system. Here we formulate a mapping b…
Statistical validation of financial time series via visibility graph
Matteo Serafino, Andrea Gabrielli, Guido Caldarelli +1
Statistical physics of complex systems exploits network theory not only to model, but also to effectively extract information from many dynamical real-world systems. A pivotal case…
Adaptive social recommendation in a multiple category landscape
Duanbing Chen, An Zeng, Giulio Cimini +1
People in the Internet era have to cope with the information overload, striving to find what they are interested in, and usually face this situation by following a limited number o…