254 citations · 394 across the 16 of their papers we have counts for
20 papers
Towards efficient multilayer network data management
Georgios Panayiotou, Matteo Magnani, Bruno Pinaud
Real-world multilayer networks can be very large and there can be multiple choices regarding what should be modeled as a layer. Therefore, there is a need for their effective stora…
Uncertainty in fMRI Functional Networks of Autism Brain Imaging Data
Amin Kaveh, Matteo Magnani, Christian Rohner
In this paper we review the preprocessing pipeline through which fMRI data is transformed into a network. We discuss three parameters that mostly affect our understanding of the ex…
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…