686 citations · 856 across the 6 of their papers we have counts for
3 papers · 1 filter
Collective Prediction of Individual Mobility Traces with Exponential Weights
Bartosz Hawelka, Izabela Sitko, Pavlos Kazakopoulos +1
We present and test a sequential learning algorithm for the short-term prediction of human mobility. This novel approach pairs the Exponential Weights forecaster with a very large…
Cities through the Prism of People's Spending Behavior
Stanislav Sobolevsky, Izabela Sitko, Remi Tachet des Combes +3
Scientific studies of society increasingly rely on digital traces produced by various aspects of human activity. In this paper, we use a relatively unexplored source of data, anony…
Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions
Stanislav Sobolevsky, Izabela Sitko, Sebastian Grauwin +4
Intensive development of urban systems creates a number of challenges for urban planners and policy makers in order to maintain sustainable growth. Running efficient urban policies…