Ying Sun

Road Traffic Modeling and Management

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ISBN: 9780128234327
Author : Ying Sun
Published: 2021
Publisher: Elsevier
Language: English
Format: Paperback / softback
Format: 9×6

Description

<i>Road Traffic Modeling and Management: Using Statistical Monitoring and Deep Learning</i> provides a framework for understanding and enhancing road traffic monitoring and management. The book examines commonly used traffic analysis methodologies as well the emerging methods that use deep learning methods. Other sections discuss how to understand statistical models and machine learning algorithms and how to apply them to traffic modeling, estimation, forecasting and traffic congestion monitoring. Providing both a theoretical framework along with practical technical solutions, this book is ideal for researchers and practitioners who want to improve the performance of intelligent transportation systems.

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