21.7k citations · 31.6k across the 143 of their papers we have counts for
4 papers · 1 filter
Generalized Master Equations for Non-Poisson Dynamics on Networks
Till Hoffmann, Mason A. Porter, Renaud Lambiotte
The traditional way of studying temporal networks is to aggregate the dynamics of the edges to create a static weighted network. This implicitly assumes that the edges are governed…
Ranking and clustering of nodes in networks with smart teleportation
Renaud Lambiotte, Martin Rosvall
Random teleportation is a necessary evil for ranking and clustering directed networks based on random walks. Teleportation enables ergodic solutions, but the solutions must necessa…
Encoding dynamics for multiscale community detection: Markov time sweeping for the Map equation
Michael T. Schaub, Renaud Lambiotte, Mauricio Barahona
The detection of community structure in networks is intimately related to finding a concise description of the network in terms of its modules. This notion has been recently exploi…
A tale of many cities: universal patterns in human urban mobility
Anastasios Noulas, Salvatore Scellato, Renaud Lambiotte +2
The advent of geographic online social networks such as Foursquare, where users voluntarily signal their current location, opens the door to powerful studies on human movement. In…