Search Results for author: William H. Weir

Found 2 papers, 2 papers with code

Multilayer Modularity Belief Propagation To Assess Detectability Of Community Structure

1 code implementation13 Aug 2019 William H. Weir, Benjamin Walker, Lenka Zdeborová, Peter J. Mucha

We compare our approach with a widely used community detection tool, GenLouvain, across a range of synthetic, multilayer benchmark networks, demonstrating that our method performs comparably to the state of the art.

Social and Information Networks Data Analysis, Statistics and Probability Physics and Society

Post-processing partitions to identify domains of modularity optimization

1 code implementation12 Jun 2017 William H. Weir, Scott Emmons, Ryan Gibson, Dane Taylor, Peter J. Mucha

We introduce the Convex Hull of Admissible Modularity Partitions (CHAMP) algorithm to prune and prioritize different network community structures identified across multiple runs of possibly various computational heuristics.

Social and Information Networks Physics and Society

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