Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation

Filipe Rodrigues, Kristian Henrickson, Francisco C. Pereira

Traffic speed data imputation is a fundamental challenge for data-driven transport analysis. In recent years, with the ubiquity of GPS-enabled devices and the widespread use of cro…