2.2k citations · 7.7k across the 62 of their papers we have counts for
4 papers · 1 filter
Enhanced detectability of community structure in multilayer networks through layer aggregation
Dane Taylor, Saray Shai, Natalie Stanley +1
Many systems are naturally represented by a multilayer network in which edges exist in multiple layers that encode different, but potentially related, types of interactions, and it…
A Local Perspective on Community Structure in Multilayer Networks
Lucas G. S. Jeub, Michael W. Mahoney, Peter J. Mucha +1
The analysis of multilayer networks is among the most active areas of network science, and there are now several methods to detect dense "communities" of nodes in multilayer networ…
Clustering Network Layers With the Strata Multilayer Stochastic Block Model
Natalie Stanley, Saray Shai, Dane Taylor +1
Multilayer networks are a useful data structure for simultaneously capturing multiple types of relationships between a set of nodes. In such networks, each relational definition gi…
Eigenvector-Based Centrality Measures for Temporal Networks
Dane Taylor, Sean A. Myers, Aaron Clauset +2
Numerous centrality measures have been developed to quantify the importances of nodes in time-independent networks, and many of them can be expressed as the leading eigenvector of…