Enhancing short-term traffic prediction by integrating trends and fluctuations with attention mechanism

Adway Das, Agnimitra Sengupta, S. Ilgin Guler

Traffic flow prediction is a critical component of intelligent transportation systems, yet accurately forecasting traffic remains challenging due to the interaction between long-te…