output
20022026
most citedMultilayer Networks

3.2k citations

Showing 2020 · physics.soc-phShow all

6 papers · 2 filters

physics.soc-ph2020★ 16 cited

The role of time scale in the spreading of asymmetrically interacting diseases

Paulo Cesar Ventura, Yamir Moreno, Francisco A. Rodrigues

Diseases and other contagion phenomena in nature and society can interact asymmetrically, such that one can benefit from the other, which in turn impairs the first, in analogy with…

physics.soc-ph2020★ 9 cited

Universality of eigenvector delocalization and the nature of the SIS phase transition in multiplex networks

Guilherme Ferraz de Arruda, J. A. Méndez-Bermúdez, Francisco A. Rodrigues +1

Universal spectral properties of multiplex networks allow us to assess the nature of the transition between disease-free and endemic phases in the SIS epidemic spreading model. In…

physics.soc-ph2020★ 31 cited

Prediction of scientific collaborations through multiplex interaction networks

Marta Tuninetti, Alberto Aleta, Daniela Paolotti +2

Link prediction algorithms can help to understand the structure and dynamics of scientific collaborations and the evolution of Science. However, available algorithms based on simil…

physics.soc-ph2020★ 39 cited

Data-driven contact structures: from homogeneous mixing to multilayer networks

Alberto Aleta, Guilherme Ferraz de Arruda, Yamir Moreno

The modeling of the spreading of communicable diseases has experienced significant advances in the last two decades or so. This has been possible due to the proliferation of data a…

physics.soc-ph2020★ 578 cited

Evolutionary dynamics of higher-order interactions in social networks

Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda +3

We live and cooperate in networks. However, links in networks only allow for pairwise interactions, thus making the framework suitable for dyadic games, but not for games that are…

physics.soc-ph2020★ 10 cited

Quantifying Uncertainty in a Predictive Model for Popularity Dynamics

Joseph D. O'Brien, Alberto Aleta, Yamir Moreno +1

The Hawkes process has garnered attention in recent years for its suitability to describe the behavior of online information cascades. Here, we present a fully tractable approach t…