The work of Zheng et al. [2, 15] is based on transportation mode
detection from GPS data alone; the authors introduce a robust and
novel set of machine learning features that are sensitive to certain
traffic and weather scenarios. Our work is different in that we
consider transportation network data such as the real time location
of buses to build classification features. Additionally, [2, 15] do not