461 citations · 482 across the 4 of their papers we have counts for
5 papers
Inferring urban polycentricity from the variability in human mobility patterns
Carmen Cabrera-Arnau, Chen Zhong, Michael Batty +2
The polycentric city model has gained popularity in spatial planning policy, since it is believed to overcome some of the problems often present in monocentric metropolises, rangin…
Forecasting Financial Market Structure from Network Features using Machine Learning
Douglas Castilho, Tharsis T. P. Souza, Soong Moon Kang +2
We propose a model that forecasts market correlation structure from link- and node-based financial network features using machine learning. For such, market structure is modeled as…
Counterfactual Distribution Regression for Structured Inference
Nicolo Colombo, Ricardo Silva, Soong M Kang +1
We consider problems in which a system receives external \emph{perturbations} from time to time. For instance, the system can be a train network in which particular lines are repea…
A long-time limit of world subway networks
Camille Roth, Soong Moon Kang, Michael Batty +1
We study the temporal evolution of the structure of the world's largest subway networks in an exploratory manner. We show that, remarkably, all these networks converge to {a shape…
Structure of urban movements: polycentric activity and entangled hierarchical flows
Camille Roth, Soong Moon Kang, Michael Batty +1
The spatial arrangement of urban hubs and centers and how individuals interact with these centers is a crucial problem with many applications ranging from urban planning to epidemi…