Machine Learning for Transportation Research and Applications - Humanitas
Ruimin Ke

Machine Learning for Transportation Research and Applications

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ISBN: 9780323961264
Autorius : Ruimin Ke
Leidimo metai: 2023
Leidėjas: Elsevier
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9×6
Transportation is a combination of systems that presents a variety of challenges often too intricate to be addressed by conventional parametric methods. Increasing data availability and recent advancements in machine learning provide new methods to tackle challenging transportation problems. This textbook<br>is designed for college or graduate-level students in transportation or closely related fields to study and understand fundamentals in machine learning. Readers will learn 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.

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