21.7k citations · 31.6k across the 143 of their papers we have counts for
13 papers · 1 filter
Rock-Paper-Scissors Random Walks on Temporal Multilayer Networks
Martin Gueuning, Sibo Cheng, Renaud Lambiotte +1
We study diffusion on a multilayer network where the contact dynamics between the nodes is governed by a random process and where the waiting time distribution differs for edges fr…
The anatomy of Reddit: An overview of academic research
Alexey N. Medvedev, Renaud Lambiotte, Jean-Charles Delvenne
Online forums provide rich environments where users may post questions and comments about different topics. Understanding how people behave in online forums may shed light on the f…
Random walk on temporal networks with lasting edges
Julien Petit, Martin Gueuning, Timoteo Carletti +2
We consider random walks on dynamical networks where edges appear and disappear during finite time intervals. The process is grounded on three independent stochastic processes dete…
Identifying exogenous and endogenous activity in social media
Kazuki Fujita, Alexey Medvedev, Shinsuke Koyama +2
The occurrence of new events in a system is typically driven by external causes and by previous events taking place inside the system. This is a general statement, applying to a ra…
Community detection in networks without observing edges
Till Hoffmann, Leto Peel, Renaud Lambiotte +1
We develop a Bayesian hierarchical model to identify communities in networks for which we do not observe the edges directly, but instead observe a series of interdependent signals…
Simplicial complexes and complex systems
Vsevolod Salnikov, Daniele Cassese, Renaud Lambiotte
We provide a short introduction to the field of topological data analysis and discuss its possible relevance for the study of complex systems. Topological data analysis provides a…