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Road Traffic Modeling and Management: Using Statistical Monitoring and Deep Learning

Road Traffic Modeling and Management: Using Statistical Monitoring and Deep Learning

Paperback

Transportation General

ISBN10: 0128234326
ISBN13: 9780128234327
Publisher: Elsevier
Published: Oct 8 2021
Pages: 268
Weight: 0.80
Height: 0.57 Width: 6.00 Depth: 9.00
Language: English
Road Traffic Modeling and Management: Using Statistical Monitoring and Deep Learning 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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Transportation General