40 citations · 58 across the 4 of their papers we have counts for
4 papers
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…
Marginal speed confinement resolves the conflict between correlation and control in natural flocks of birds
Andrea Cavagna, Antonio Culla, Xiao Feng +7
Speed fluctuations of individual birds in natural flocks are moderate, due to the aerodynamic and biomechanical constraints of flight. Yet the spatial correlations of such fluctuat…
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…
Path statistics, memory, and coarse-graining of continuous-time random walks on networks
Michael Manhart, Willow Kion-Crosby, Alexandre V. Morozov
Continuous-time random walks (CTRWs) on discrete state spaces, ranging from regular lattices to complex networks, are ubiquitous across physics, chemistry, and biology. Models with…