193 citations · 487 across the 12 of their papers we have counts for
6 papers · 1 filter
Modular gateway-ness connectivity and structural core organization in maritime network science
Mengqiao Xu, Qian Pan, Alessandro Muscoloni +2
Around 80% of global trade by volume is transported by sea, and thus the maritime transportation system is fundamental to the world economy. To better exploit new international shi…
Navigability evaluation of complex networks by greedy routing efficiency
Alessandro Muscoloni, Carlo Vittorio Cannistraci
Network navigability is a key feature of complex networked systems. For a network embedded in a geometrical space, maximization of greedy routing (GR) measures based on the node ge…
Minimum curvilinear automata with similarity attachment for network embedding and link prediction in the hyperbolic space
Alessandro Muscoloni, Carlo Vittorio Cannistraci
The idea of minimum curvilinearity (MC) is that the hidden geometry of complex networks, in particular when they are sufficiently sparse, clustered, small-world and heterogeneous,…
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…
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…