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Data-Driven Traffic Engineering

2020-10-23 Transportation
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Release : 2020-10-23
Genre : Transportation
Kind : eBook
Book Rating : 392/5 ( reviews)

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Book Synopsis Data-Driven Traffic Engineering by : Hubert Rehborn

Download or read book Data-Driven Traffic Engineering written by Hubert Rehborn. This book was released on 2020-10-23. Available in PDF, EPUB and Kindle. Book excerpt: Data-Driven Traffic Engineering: Understanding of Traffic and Applications Based on Three-Phase Traffic Theory shifts the current focus from using modeling and simulation data for traffic measurements to the use of actual data. The book uses real-world, empirically-derived data from a large fleet of connected vehicles, local observations and aerial observation to shed light on key traffic phenomena. Readers will learn how to develop an understanding of the empirical features of vehicular traffic networks and how to consider these features in emerging, intelligent transport systems. Topics cover congestion patterns, fuel consumption, the influence of weather, and much more. This book offers a unique, data-driven analysis of vehicular traffic in traffic networks, also considering how to apply data-driven insights to the intelligent transport systems of the future. - Provides an empirically-driven analysis of traffic measurements/congestion based on real-world data collected from a global fleet of vehicles - Applies Kerner's three-phase traffic theory to empirical data - Offers a critical scientific understanding of the underlying concerns of traffic control in automated driving and intelligent transport systems

Data-Driven Solutions to Transportation Problems

2018-12-04 Transportation
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Release : 2018-12-04
Genre : Transportation
Kind : eBook
Book Rating : 271/5 ( reviews)

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Book Synopsis Data-Driven Solutions to Transportation Problems by : Yinhai Wang

Download or read book Data-Driven Solutions to Transportation Problems written by Yinhai Wang. This book was released on 2018-12-04. Available in PDF, EPUB and Kindle. Book excerpt: Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in transportation. Readers will learn how to solve problems relating to energy efficiency under connected vehicle environments, urban travel behavior, trajectory data-based travel pattern identification, public transportation analysis, traffic signal control efficiency, optimizing traffic networks network, and much more. - Synthesizes the newest developments in data-driven transportation science - Includes case studies and examples in each chapter that illustrate the application of methodologies and technologies employed - Useful for both theoretical and technically-oriented researchers

Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities

2019-01-11 Technology & Engineering
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Release : 2019-01-11
Genre : Technology & Engineering
Kind : eBook
Book Rating : 443/5 ( reviews)

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Book Synopsis Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities by : Moridpour, Sara

Download or read book Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities written by Moridpour, Sara. This book was released on 2019-01-11. Available in PDF, EPUB and Kindle. Book excerpt: Recent research reveals that socioeconomic factors of the neighborhoods where road users live and where pedestrian-vehicle crashes occur are important in determining the severity of the crashes, with the former having a greater influence. Hence, road safety countermeasures, especially those focusing on the road users, should be targeted at these high risk neighborhoods. Big Data Analytics in Traffic and Transportation Engineering: Emerging Research and Opportunities is an essential reference source that discusses access to transportation and examines vehicle-pedestrian crashes, specifically in relation to socioeconomic factors that influence them, main predictors, factors that contribute to crash severity, and the enhancement of pedestrian safety measures. Featuring research on topics such as public transport, accessibility, and spatial distribution, this book is ideally designed for policymakers, transportation engineers, road safety designers, transport planners and managers, professionals, academicians, researchers, and public administrators.

Logic-Driven Traffic Big Data Analytics

2022-02-01 Business & Economics
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Release : 2022-02-01
Genre : Business & Economics
Kind : eBook
Book Rating : 167/5 ( reviews)

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Book Synopsis Logic-Driven Traffic Big Data Analytics by : Shaopeng Zhong

Download or read book Logic-Driven Traffic Big Data Analytics written by Shaopeng Zhong. This book was released on 2022-02-01. Available in PDF, EPUB and Kindle. Book excerpt: This book starts from the relationship between urban built environment and travel behavior and focuses on analyzing the origin of traffic phenomena behind the data through multi-source traffic big data, which makes the book unique and different from the previous data-driven traffic big data analysis literature. This book focuses on understanding, estimating, predicting, and optimizing mobility patterns. Readers can find multi-source traffic big data processing methods, related statistical analysis models, and practical case applications from this book. This book bridges the gap between traffic big data, statistical analysis models, and mobility pattern analysis with a systematic investigation of traffic big data’s impact on mobility patterns and urban planning.

Traffic Management and Traffic Engineering for the Future Internet

2009-09-16 Computers
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Release : 2009-09-16
Genre : Computers
Kind : eBook
Book Rating : 766/5 ( reviews)

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Book Synopsis Traffic Management and Traffic Engineering for the Future Internet by : Rui Valadas

Download or read book Traffic Management and Traffic Engineering for the Future Internet written by Rui Valadas. This book was released on 2009-09-16. Available in PDF, EPUB and Kindle. Book excerpt: This post proeedings volume contains a selection of research contributions presented at FITraMEn 2008, held during December 11-12, 2008 in Porto, Portugal. The papers contained in this book provide a general view of the ongoing research on traffic management and traffic engineering in the Euro-NF Network of Excellence, and give a representative example of the problems currently investigated in this area, that spans topics such as bandwidth allocation and traffic control, statistical analysis, traffic engineering, and optical networks and video communications.

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