Mutual information and the encoding of contingency tables

M Jerdee, A Kirkley, MEJ Newman - arXiv preprint arXiv:2405.05393, 2024 - arxiv.org
Mutual information is commonly used as a measure of similarity between competing
labelings of a given set of objects, for example to quantify performance in classification and …

Network mutual information measures for graph similarity

H Felippe, F Battiston, A Kirkley - arXiv preprint arXiv:2405.05177, 2024 - arxiv.org
A wide range of tasks in exploratory network analysis and machine learning, such as
clustering network populations or identifying anomalies in temporal graph streams, require a …

Urban Boundary Delineation from Commuting Data with Bayesian Stochastic Blockmodeling: Scale, Contiguity, and Hierarchy

S Morel-Balbi, A Kirkley - arXiv preprint arXiv:2405.04911, 2024 - arxiv.org
A common method for delineating urban and suburban boundaries is to identify clusters of
spatial units that are highly interconnected in a network of commuting flows, each cluster …