Estimating the impact of rainfall on traffic conditions and traffic prediction.
• Analysed high fidelity rainfall and traffic speed data of Singapore road network to: 1. estimate the impact of rainfall on traffic conditions 2. increase the performance of state of the art machine learning models for predicting traffic parameters