40 citations · 58 across the 4 of their papers we have counts for
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physics.soc-ph2022★ 2 cited
Network community detection and clustering with random walks
Aditya Ballal, Willow B. Kion-Crosby, Alexandre V. Morozov
We present a novel approach to partitioning network nodes into non-overlapping communities - a key step in revealing network modularity and hierarchical organization. Our methodolo…
physics.soc-ph2017★ 3 cited
Rapid Bayesian Inference of Global Network Statistics Using Random Walks
Willow B. Kion-Crosby, Alexandre V. Morozov
We propose a novel Bayesian methodology which uses random walks for rapid inference of statistical properties of undirected networks with weighted or unweighted edges. Our formalis…