193 citations · 487 across the 12 of their papers we have counts for
4 papers · 1 filter
A nonuniform popularity-similarity optimization (nPSO) model to efficiently generate realistic complex networks with communities
Alessandro Muscoloni, Carlo Vittorio Cannistraci
The hidden metric space behind complex network topologies is a fervid topic in current network science and the hyperbolic space is one of the most studied, because it seems associa…
Local-ring network automata and the impact of hyperbolic geometry in complex network link-prediction
Alessandro Muscoloni, Umberto Michieli, Carlo Vittorio Cannistraci
Topological link-prediction can exploit the entire network topology (global methods) or only the neighbourhood (local methods) of the link to predict. Global methods are believed t…
Coalescent embedding in the hyperbolic space unsupervisedly discloses the hidden geometry of the brain
Alberto Cacciola, Alessandro Muscoloni, Vaibhav Narula +9
The human brain displays a complex network topology, whose structural organization is widely studied using diffusion tensor imaging. The original geometry from which emerges the ne…
Rich-clubness test: how to determine whether a complex network has or doesn't have a rich-club?
Alessandro Muscoloni, Carlo Vittorio Cannistraci
The rich-club concept has been introduced in order to characterize the presence of a cohort of nodes with a large number of links (rich nodes) that tend to be well connected betwee…