Road Traffic Modeling and Management : Using Statistical Monitoring and Deep Learning
Book Details
Format
Paperback / Softback
ISBN-10
0128234326
ISBN-13
9780128234327
Publisher
Elsevier Science Publishing Co Inc
Imprint
Elsevier Science Publishing Co Inc
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Oct 8th, 2021
Print length
268 Pages
Weight
434 grams
Dimensions
15.20 x 22.90 x 1.90 cms
Product Classification:
Highway & traffic engineering
Ksh 17,250.00
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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.
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