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A metric on directed graphs and Markov chains based on hitting probabilities
The shortest-path, commute time, and diffusion distances on undirected g...
06/25/2020 ∙ by Zachary M. Boyd, et al. ∙
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Supracentrality Analysis of Temporal Networks with Directed Interlayer Coupling
We describe centralities in temporal networks using a supracentrality fr...
06/14/2019 ∙ by Dane Taylor, et al. ∙
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A Map Equation with Metadata: Varying the Role of Attributes in Community Detection
As the No Free Lunch theorem formally states [1], algorithms for detecti...
10/24/2018 ∙ by Scott Emmons, et al. ∙
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Stochastic Block Models with Multiple Continuous Attributes
The stochastic block model (SBM) is a probabilistic model for community ...
03/07/2018 ∙ by Natalie Stanley, et al. ∙
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Clustering Network Layers With the Strata Multilayer Stochastic Block Model
Multilayer networks are a useful data structure for simultaneously captu...
07/07/2015 ∙ by Natalie Stanley, et al. ∙
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