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

ISBN: 9780128234327
Код товара 128471

Harrou Fouzi, Zeroual Abdelhafid, Hittawe Mohamad Mazen

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

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

ISBN: 9780128234327
Код товара 128471

14 692 ₽

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  • Автор

    Harrou Fouzi, Zeroual Abdelhafid, Hittawe Mohamad Mazen

  • Издатель

    Elsevier Science

  • Тип обложки

    Paperback

  • Размеры

    22.86 x 15.24 x 1.45 cm

  • Год издания

    2021

  • Вес (г)

    362

  • ISBN

    9780128234327

  • Язык

    ENG

  • Кол-во страниц

    270

О чём книга?

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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