Transportation plays a key role in today's economy. Hence, intelligent transportation systems
have attracted a great deal of attention among research communities. There are a few …

Forecasting the forthcoming intersection movement-based traffic volume enables adaptive
traffic control systems to dynamically respond to the fluctuation of traffic demands. In this …

Travel time is a major information in support of Transportation System Management and
Operations (TSMO). Accurate travel time information extracted from probe data sources …

Global positioning system (GPS) trajectory map matching projects GPS coordinates to the
road network. Most existing algorithms focus on the geometric and topological relationships …

Existing real-world travel-time estimation applications face the crucial challenge of
inferencing spatiotemporal traffic status propagation over complex and irregular networks …

Traffic and congestion have a big impact on the performance of transportation systems.
Travel time models are required to calculate trip durations and arrival times when traffic …

Ambulance travel time estimations play a pivotal role in ensuring timely and efficient
emergency medical care by predicting the duration for an ambulance to reach a specific …

The rapid development of Internet of Vehicles (IoV) data powers various online intelligent
transportation applications, such as network travel time reporting. However, the accuracy …

The growing use of probe vehicles generates a huge number of global navigation satellite
systems (GNSS) data. Limited by satellite positioning technology, further improving the …

Convolutional Neural Networks (CNN) have been a good solution for understanding a vast
image dataset. As the increased number of battery-equipped electric vehicles is flourishing …