Variational Autoencoder–Generative Adversarial Network Traffic Prediction with Ramps

Abstract

AbstractAccurate traffic flow prediction is fundamental for effective traffic management and the optimization of highway systems, particularly in complex scenarios involving highway ramps. This paper proposes a novel deep-learning method that integrates ...