5 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.CY2019★ 5 cited
Modelling urban networks using Variational Autoencoders
Kira Kempinska, Roberto Murcio
A long-standing question for urban and regional planners pertains to the ability to describe urban patterns quantitatively. Cities' transport infrastructure, particularly street ne…
stat.ML2016★ 5 cited
Probabilistic map-matching using particle filters
Kira Kempinska, Toby Davies, John Shawe-Taylor
Increasing availability of vehicle GPS data has created potentially transformative opportunities for traffic management, route planning and other location-based services. Critical…
stat.ML2016
Improved Particle Filters for Vehicle Localisation
Kira Kempinska, John Shawe-Taylor
The ability to track a moving vehicle is of crucial importance in numerous applications. The task has often been approached by the importance sampling technique of particle filters…