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201219t20202021enkab ob 001 0 eng d |
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|a 1227692491
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|a 9781839530265
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|a 388.3/1
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|a UAMI
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|a Traffic information and control
|c edited by Ruimin Li and Zhengbing He.
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|a London
|b The Institution of Engineering and Technology
|c 2020.
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|c ©2021
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|a 1 online resource (x, 314 pages)
|b illustrations (chiefly color), color maps.
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|a text
|b txt
|2 rdacontent
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|a still image
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|a IET transportation series
|v 26
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|a Includes bibliographical references and index
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|a 1. Introduction / Ruimin Li and Zhengbing He -- 2. Traffic analytics with online web data / Yisheng Lv, Yuanyuan Chen, Xueliang Zhao and Hao Lu -- 3. Macroscopic traffic performance indicators based on floating car data: formation, pattern analysis, and deduction / Lu Ma and Jiaqi He -- 4. Short-term travel-time prediction by deep learning: a comparison of different LSTM-DNN models / Yangdong Liu, Lan Wu, Jia Hu, Xiaoguang Yang and Kunpeng Zhang -- 5. Short-term traffic prediction under disruptions using deep learning / Yanjie Dong, Fangce Guo, Aruna Sivakumar and John Polak -- 6. Real-time demand-based traffic diversion / Pengpeng Jiao -- 7. Game theoretic lane change strategy for cooperative vehicles under perfect information / Andres Ladino and Meng Wang -- 8. Cooperative driving and a lane change-free road transportation system / Zhengbing He -- 9. Urban traffic control systems: architecture, methods and development / Fusheng Zhang and Lu Wei -- 10. Algorithms and models for signal coordination / Hao Wang and Changze Li -- 11. Emerging technologies to enhance traffic signal coordination practices / Zong Tian and Aobo Wang -- 13. Multiday evaluation of adaptive traffic signal system based on license plate recognition detector data / Ruimin Li, Fanhang Yang and Shichao Lin -- 14. Conclusion / Zhengbing He and Ruimin Li.
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|a "Written by an international team of researchers, this book focuses on traffic information processing and signal control using emerging types of traffic data. It conveys advanced methods to estimate and predict traffic flows at different levels, including macroscopic, mesoscopic and microscopic. The aim of these predictions is to optimize traffic signal control for intersections and to mitigate ever-growing traffic congestion. A valuable resource for researchers and engineers working in the field of traffic information and control, and intelligent transport systems, Traffic Information and Control offers an overview of recent research and practical approaches to optimising traffic signal control."--
|c Provided by publisher.
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|a Ruimin Li is a tenured associate professor in the Department of Civil Engineering at Tsinghua University, China. He is a vice chairman and secretary general of the transportation modelling and simulation commission of the China Simulation Federation, and an editorial advisory board member of several international journals. His research interests include intelligent transportation systems, urban transportation planning, and traffic control, safety, and simulation. Zhengbing He is a professor at the Beijing Key Laboratory of Traffic Engineering, Beijing University of Technology, China. He is an IEEE senior member, an editorial advisory board member of Transportation Research Part C, and an associate editor of IET Intelligent Transport Systems. He has published more than 80 academic papers in the fields of traffic flow theory and intelligent transportation systems.
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|a Print version record.
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|a Knovel
|b ACADEMIC - Transportation Engineering
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|a Intelligent transportation systems.
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|a Transportation
|x Information services.
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|a Traffic engineering
|x Data processing.
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|a Traffic flow.
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|a Traffic signs and signals.
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|a Machine learning.
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650 |
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|a Systèmes de transport intelligents.
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650 |
|
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|a Apprentissage automatique.
|
650 |
|
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|a Intelligent transportation systems
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|0 (OCoLC)fst01723430
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650 |
|
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|a Machine learning
|2 fast
|0 (OCoLC)fst01004795
|
650 |
|
7 |
|a Traffic engineering
|x Data processing
|2 fast
|0 (OCoLC)fst01154097
|
650 |
|
7 |
|a Traffic flow
|2 fast
|0 (OCoLC)fst01154142
|
650 |
|
7 |
|a Traffic signs and signals
|2 fast
|0 (OCoLC)fst01154277
|
650 |
|
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|a Transportation
|x Information services
|2 fast
|0 (OCoLC)fst01155094
|
700 |
1 |
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|a Li, Ruimin,
|d 1979-
|e editor.
|
700 |
1 |
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|a He, Zhengbing
|c (Of Beijing gong ye da xue),
|e editor.
|
776 |
0 |
8 |
|i Print version:
|t Traffic information and control.
|d London : The Institution of Engineering and Technology, 2020
|z 9781839530258
|w (OCoLC)1308489392
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830 |
|
0 |
|a IET transportation series ;
|v 26.
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