Zhi-Qiang Ma

A Graph Convolutional Network with Attention Mechanism for Bus Arrival Time Prediction

Accurate prediction of bus arrival time is critical to improving transit service reliability and scheduling efficiency. The estimated time of arrival (ETA) is jointly determined by two processes, namely inter-station travel and station dwell, which are dominated by different traffic mechanisms and thus follow essential...