254 citations · 394 across the 16 of their papers we have counts for
14 papers · 1 filter
Multilayer network simplification: approaches, models and methods
Roberto Interdonato, Matteo Magnani, Diego Perna +2
Multilayer networks have been widely used to represent and analyze systems of interconnected entities where both the entities and their connections can be of different types. Howev…
Community Detection in Multiplex Networks
Matteo Magnani, Obaida Hanteer, Roberto Interdonato +2
A multiplex network models different modes of interaction among same-type entities. In this article we provide a taxonomy of community detection algorithms in multiplex networks. W…
Foundations of Temporal Text Networks
Davide Vega, Matteo Magnani
Three fundamental elements to understand human information networks are the individuals (actors) in the network, the information they exchange, that is often observable online as t…
Quantifying layer similarity in multiplex networks: a systematic study
Piotr Bródka, Anna Chmiel, Matteo Magnani +1
Computing layer similarities is an important way of characterizing multiplex networks because various static properties and dynamic processes depend on the relationships between la…
A simple multiforce layout for multiplex networks
Zahra Fatemi, Mostafa Salehi, Matteo Magnani
We introduce multiforce, a force-directed layout for multiplex networks, where the nodes of the network are organized into multiple layers and both in-layer and inter-layer relatio…
Finding overlapping communities in multiplex networks
Nazanin Afsarmanesh, Matteo Magnani
We define an approach to identify overlapping communities in multiplex networks, extending the popular clique percolation method for simple graphs. The extension requires to rethin…