Machine Learning for Transportation Research and Applications

Yinhai Wang, Zhiyong Cui, Ruimin Ke
Elsevier
237 pages
ISBN: 9780323961264
April 2023

This textbook is designed for college or graduate-level students in transportation or closely related fields and shows how to develop and apply various types of machine learning models to transportation-related problems. Example applications include traffic sensing, data-quality control, traffic prediction, transportation asset management, traffic-system control and operations, and traffic-safety analysis.