Tracking data

Efficient use of geographical information systems for improving transport mode classification

Comparison between transport mode classifiers is usually performed without considering imbalanced samples in the dataset. This problem makes performance rates, such as accuracy and precision, not enough to report the performance of a classifier …

Processing crowdsourced data for the analysis of mobility behaviour