4.3k citations · 22.3k across the 124 of their papers we have counts for
126 papers
Infection patterns in simple and complex contagion processes on networks
Diego Andrés Contreras, Giulia Cencetti, Alain Barrat
Contagion processes, representing the spread of infectious diseases, information, or social behaviors, are often schematized as taking place on networks, which encode for instance…
Detecting periodic time scales in temporal networks
Elsa Andres, Alain Barrat, Márton Karsai
Temporal networks are commonly used to represent dynamical complex systems like social networks, simultaneous firing of neurons, human mobility or public transportation. Their dyna…
The temporal dynamics of group interactions in higher-order social networks
Iacopo Iacopini, Márton Karsai, Alain Barrat
Representing social systems as networks, starting from the interactions between individuals, sheds light on the mechanisms governing their dynamics. However, networks encode only p…
Modeling framework unifying contact and social networks
Didier Le Bail, Mathieu Génois, Alain Barrat
Temporal networks of face-to-face interactions between individuals are useful proxies of the dynamics of social systems on fast time scales. Several empirical statistical propertie…
Distinguishing simple and complex contagion processes on networks
Giulia Cencetti, Diego Andrés Contreras, Marco Mancastroppa +1
Contagion processes on networks, including disease spreading, information diffusion, or social behaviors propagation, can be modeled as simple contagion, i.e. involving one connect…
Hyper-cores promote localization and efficient seeding in higher-order processes
Marco Mancastroppa, Iacopo Iacopini, Giovanni Petri +1
Going beyond networks, to include higher-order interactions of arbitrary sizes, is a major step to better describe complex systems. In the resulting hypergraph representation, tool…