186 citations · 572 across the 23 of their papers we have counts for
4 papers · 1 filter
Inference of dynamic hypergraph representations in temporal interaction data
Alec Kirkley
A range of systems across the social and natural sciences generate datasets consisting of interactions between two distinct categories of items at various instances in time. Online…
Normalized mutual information is a biased measure for classification and community detection
Maximilian Jerdee, Alec Kirkley, M. E. J. Newman
Normalized mutual information is widely used as a similarity measure for evaluating the performance of clustering and classification algorithms. In this paper, we argue that result…
Characterizing network circuity among heterogeneous urban amenities
Bibandhan Poudyal, Gourab Ghoshal, Alec Kirkley
The spatial configuration of urban amenities and the streets connecting them collectively provide the structural backbone of a city, influencing its accessibility, vitality, and ul…
Heterogeneous message passing for heterogeneous networks
George T. Cantwell, Alec Kirkley, Filippo Radicchi
Message passing (MP) is a computational technique used to find approximate solutions to a variety of problems defined on networks. MP approximations are generally accurate in local…