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Machine Learning Approach to Decomposing Arterial Travel Time Using a Hidden Markov Model with Genetic Algorithm
Publisher: American Society of Civil Engineers
Abstract: Bluetooth-based traffic detection is an emerging travel time collection technique; however, its use on arterials has been limited due to several challenges. In particular, data missing not at random (MNAR) is a common data ...
Bayesian Network Approach for Dynamic Bus Speed Guidance on Mixed Bus–Car Traveling Lanes
Publisher: American Society of Civil Engineers
Abstract: AbstractMinimizing bus waiting time and stops at intersections along arterials is essential
for improving bus travel efficiency. Many methods have been proposed to achieve this
goal by utilizing emerging connected technologies ...
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