2.2k citations · 7.7k across the 62 of their papers we have counts for
3 papers · 2 filters
A Map Equation with Metadata: Varying the Role of Attributes in Community Detection
Scott Emmons, Peter J. Mucha
Much of the community detection literature studies structural communities, communities defined solely by the connectivity patterns of the network. Often, networks contain additiona…
Testing Alignment of Node Attributes with Network Structure Through Label Propagation
Natalie Stanley, Marc Niethammer, Peter J. Mucha
Attributed network data is becoming increasingly common across fields, as we are often equipped with information about nodes in addition to their pairwise connectivity patterns. Th…
Stochastic Block Models with Multiple Continuous Attributes
Natalie Stanley, Thomas Bonacci, Roland Kwitt +2
The stochastic block model (SBM) is a probabilistic model for community structure in networks. Typically, only the adjacency matrix is used to perform SBM parameter inference. In t…