To investigate different traffic modes for resident’s travel trajectories, a classification model was constructed based on Light Gradient Boosting Machine (LightGBM) to categorize transportation modes according to resident’s GPS trajectories. First, …
Build more efficient intelligent transportation system using data fusion technology
Driver source prediction and visualization
Data-driven approach to understand urban mobility pattern
Understanding human mobility pattern during large crowd gatherings
Faced with severe traffic congestions, the level of traffic planning and organization has been paid much attention. As a crucial and fundamental data for traffic planning and traffic organization, travel demand has been an important research topic …