Road Traffic Modelling and Management: Using Statistical Monitoring and Deep Learning
Language: English
Published by Elsevier Science, 2021
- Softcover
- New
Seller: moluna, Greven, Germanymoluna
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- Title
- Road Traffic Modelling and Management: Using Statistical Monitoring and Deep Learning
- Author
- Fouzi Harrou|Abdelhafid Zeroual|Mohamad Mazen Hittawe|Ying Sun
- Publisher
- Elsevier Science
- Publication year
- 2021
- Condition
- New
- Binding
- Kartoniert / Broschiert
- Language
- English
- ISBN 10
- 0128234326
- ISBN 13
- 9780128234327
- Provides integrated, up-to-date and complete coverage of the key components for intelligent transportation systems: traffic modeling, forecasting, estimation and monitoring
- Uses methods based on video and time series data for traffic modeling and forecasting
- Includes case studies, key processes guidance and comparisons of different methodologies
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About the Author
Zeroual Abdelhafid's research interests include traffic modeling, estimation and control, traffic monitoring and congestion detection, hybrid system applications, control, estimation, classification methodologies as well as deep-learning approaches.
Mohamad Mazen HITTAWE is a Research Scientist at King Abdullah University of Science and Technology (KAUST). His research interests include machine learning, deep learning, anomaly detection and localization in the video, prediction and forecasting, and computer vision.
Professor Ying Sun received her Ph.D. in Statistics from Texas A&M in 2011 followed by a two-year postdoctoral research position at the Statistical and Applied Mathematical Sciences Institute and at the University of Chicago. She was an Assistant Professor at the Ohio State University for a year before joining KAUST in 2014. At KAUST, Professor Sun established and leads the Environmental Statistics research group which works on developing statistical models and methods for complex data to address important environmental problems. She has made original contributions to environmental statistics, in particular in the areas of spatio-temporal statistics, functional data analysis, visualization, computational statistics, with an exceptionally broad array of applications. Professor Sun won two prestigious awards: the Early Investigator Award in Environmental Statistics presented by the American Statistical Association, and the Abdel El-Shaarawi Young Research Award from the International Environmetrics Society
"About the title" may belong to another edition of this title.
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