686 citations · 856 across the 6 of their papers we have counts for
Showing 2015 · physics.soc-phShow all
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physics.soc-ph2015★ 2 cited
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…
physics.soc-ph2015★ 77 cited
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…