2 papers
cs.LG2024
Continual Traffic Forecasting via Mixture of Experts
Sanghyun Lee, Chanyoung Park
The real-world traffic networks undergo expansion through the installation of new sensors, implying that the traffic patterns continually evolve over time. Incrementally training a…
cs.LG2024
Temporal Graph Learning Recurrent Neural Network for Traffic Forecasting
Sanghyun Lee, Chanyoung Park
Accurate traffic flow forecasting is a crucial research topic in transportation management. However, it is a challenging problem due to rapidly changing traffic conditions, high no…