A Comparison of ML models for predicting congestion in urban cities

Deepika, G Pandove - International Journal of Intelligent Transportation …, 2024 - Springer
This study predicts traffic congestion in four US cities using various machine learning
models. The research utilizes different regression-based models to predict congestion …

Optimizing traffic flow with Q-learning and genetic algorithm for congestion control

Deepika, G Pandove - Evolutionary Intelligence, 2024 - Springer
Traffic congestion in urban areas presents significant challenges, adversely affecting
economic productivity, public health, and overall quality of life. Efficient coordination of traffic …