As traffic congestion continues to increase and take a heavy toll on existing infrastructure, commuting times, and the environment, city administrators and traffic engineers are turning to intelligent transportation systems (ITS) for practical and cost-effective solutions to improve road safety and traffic management. These systems leverage cutting-edge analytics, made possible by vast amounts of high-quality data that was collected by various sensors.