Machine Learning for Transportation Research and Applications is popular PDF and ePub book, written by Yinhai Wang in 2023-04-19, it is a fantastic choice for those who relish reading online the Business & Economics genre. Let's immerse ourselves in this engaging Business & Economics book by exploring the summary and details provided below. Remember, Machine Learning for Transportation Research and Applications can be Read Online from any device for your convenience.
Machine Learning for Transportation Research and Applications Book PDF Summary
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 textbookis 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. Introduces fundamental machine learning theories and methodologies Presents state-of-the-art machine learning methodologies and their incorporation into transportationdomain knowledge Includes case studies or examples in each chapter that illustrate the application of methodologies andtechniques for solving transportation problems Provides practice questions following each chapter to enhance understanding and learning Includes class projects to practice coding and the use of the methods
Detail Book of Machine Learning for Transportation Research and Applications PDF
- Author : Yinhai Wang
- Release : 19 April 2023
- Publisher : Elsevier
- ISBN : 9780323996808
- Genre : Business & Economics
- Total Page : 254 pages
- Language : English
- PDF File Size : 15,7 Mb
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