2.2k citations · 7.7k across the 62 of their papers we have counts for
3 papers · 2 filters
Multilayer Modularity Belief Propagation To Assess Detectability Of Community Structure
William H. Weir, Benjamin Walker, Lenka Zdeborová +1
Modularity based community detection encompasses a number of widely used, efficient heuristics for identification of structure in networks. Recently, a belief propagation approach…
Supracentrality Analysis of Temporal Networks with Directed Interlayer Coupling
Dane Taylor, Mason A. Porter, Peter J. Mucha
We describe centralities in temporal networks using a supracentrality framework to study centrality trajectories, which characterize how the importances of nodes change in time. We…
Tunable Eigenvector-Based Centralities for Multiplex and Temporal Networks
Dane Taylor, Mason A. Porter, Peter J. Mucha
Characterizing the importances (i.e., centralities) of nodes in social, biological, and technological networks is a core topic in both network science and data science. We present…