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Road Traffic Modeling and Management

Using Statistical Monitoring and Deep Learning

  • 1st Edition - October 5, 2021
  • Authors: Fouzi Harrou, Abdelhafid Zeroual, Mohamad Mazen Hittawe, Ying Sun
  • Language: English
  • Paperback ISBN:
    9 7 8 - 0 - 1 2 - 8 2 3 4 3 2 - 7
  • eBook ISBN:
    9 7 8 - 0 - 1 2 - 8 2 3 4 3 3 - 4

Road Traffic Modeling and Management: Using Statistical Monitoring and Deep Learning provides a framework for understanding and enhancing road traffic monitoring and manage… Read more

Road Traffic Modeling and Management

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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.