Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems
Title Data Analytics for Intelligent Transportation Systems PDF eBook
Author Mashrur Chowdhury
Publisher Elsevier
Pages 572
Release 2024-11-02
Genre Computers
ISBN 0443138796

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Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems (ITS), including the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the fundamental concepts of how to analyze the data they produce. It explores collecting, archiving, processing, and distributing the data, designing data infrastructures, data management and delivery systems, and the required hardware and software technologies. It presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies. All fundamentals/concepts presented in this book are explained in the context of ITS. Users will learn everything from the basics of different ITS data types and characteristics to how to evaluate alternative data analytics for different ITS applications. They will discover how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications, along with key safety and environmental applications for both commercial and passenger vehicles, data privacy and security issues, and the role of social media data in traffic planning. Data Analytics for Intelligent Transportation Systems will prepare an educated ITS workforce and tool builders to make the vision for safe, reliable, and environmentally sustainable intelligent transportation systems a reality. It serves as a primary or supplemental textbook for upper-level undergraduate and graduate ITS courses and a valuable reference for ITS practitioners. - Utilizes real ITS examples to facilitate a quicker grasp of materials presented - Contains contributors from both leading academic and commercial domains - Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications - Includes exercise problems in each chapter to help readers apply and master the learned fundamentals, concepts, and techniques - New to the second edition: Two new chapters on Quantum Computing in Data Analytics and Society and Environment in ITS Data Analytics

Active Traffic Management for Arterials

Active Traffic Management for Arterials
Title Active Traffic Management for Arterials PDF eBook
Author Richard Gerhard Dowling
Publisher Transportation Research Board
Pages 65
Release 2013
Genre Traffic congestion
ISBN 0309223970

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"Active traffic management (ATM) includes a suite of traffic management and control strategies that improve operational efficiency. These strategies are used to manage traffic flow to enhance capacity and safety. This synthesis documents the state of the practice associated with designing, implementing, and operating ATM on arterial roadways."--Preface.

Sharing Information Between Public Safety and Transportation Agencies for Traffic Incident Management

Sharing Information Between Public Safety and Transportation Agencies for Traffic Incident Management
Title Sharing Information Between Public Safety and Transportation Agencies for Traffic Incident Management PDF eBook
Author Ken Brooke
Publisher Transportation Research Board
Pages 95
Release 2004
Genre Disabled vehicles on express highways
ISBN 0309087929

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Introduction -- Information sharing for traffic incident management -- Implications and challenges -- Conclusions and recommendations -- References -- Appendixes.

Transportation Data Collection in Berkeley

Transportation Data Collection in Berkeley
Title Transportation Data Collection in Berkeley PDF eBook
Author Alix Bockelman
Publisher
Pages 104
Release 1999
Genre City traffic
ISBN

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HRIS Abstracts

HRIS Abstracts
Title HRIS Abstracts PDF eBook
Author
Publisher
Pages 956
Release 1988
Genre Highway engineering
ISBN

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Data Insights

Data Insights
Title Data Insights PDF eBook
Author Hunter Whitney
Publisher Newnes
Pages 322
Release 2012-11-13
Genre Business & Economics
ISBN 0123877938

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Data Insights offers multi-disciplinary perspectives and useful information about how visualizations can open your eyes to data. This thought-provoking book takes a conversational approach to presenting an overview of the subject, while also focusing on key details. It highlights the ideas and work of a variety of people who are actively contributing to this still emerging field. Case studies from business analytics, healthcare, games, security, and network monitoring, among others, portray what is going on in data visualization today. A diverse blend of original illustrations and real-world examples, both classical and cutting-edge, help fill in the picture. This book provides an approachable overview of important aspects of data visualization, and... Demonstrates, with a variety of case studies, how visualizations can foster a clearer and more comprehensive understanding of data Answers the question, "How can data visualization help me?" with discussions of how it fits into a wide array of purposes and situations Makes the case that data visualization is not just about technology; it also involves a deeply human process

Sustainable Urban Transport in an Asian Context

Sustainable Urban Transport in an Asian Context
Title Sustainable Urban Transport in an Asian Context PDF eBook
Author Hitoshi Ieda
Publisher Springer Science & Business Media
Pages 431
Release 2010-02-18
Genre Political Science
ISBN 4431939547

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Systems of transportation long ago developed out of the profound human need to connect and communicate. Transport today is still the only means for the physical movement of goods and people. Alongside the evolution of transportation and communication technologies, the astounding phenomenon of urbanization has taken place. Cities have grown faster and larger, absorbing vast influxes of dwellers who seek convenient and comfortable lifestyles with the required fast, cheap, and safe systems of transport. Of the world's megacities, with populations of more than ten million, over half are in Asia. While enjoying large-scale economic power, Asian megacities also face serious challenges. They suffer from too-rapid urbanization, with the resulting congestion, pollution, and destruction of traditional local cultures and industries. Written by experts from Asian academic institutes, this book addresses the urgent question of how to achieve sustainability in the still-growing cities of Asia. The chapters comprise the latest research and the application of promising measures, some already realized in Asia, that include urban transport system design and management, land-use control, city planning, and sustainability. Of vast import, this volume was written for students and researchers, planners and engineers, and all who are interested in sustainable urban environments. Following is the structure and rough sketch of the contents of this book: Part I, "The First Step: An Overview" deals with Asian characteristics from natural, cultural, and economic viewpoints, and then describes how we should grasp the concept of urban sustainability in urban transport in Asia. Readers will understand various aspects of Asia as introductory and preparatory knowledge. Part II, "Best Practices from Asia with Wisdom: Keys to Success and Facing Limitations" will introduce actual comparatively successful and promising measures tried and realized in Asia. This part covers various cases from passenger transport to freight transport, from transport system design to system management, from engineering measures to people's participation, from traffic control to land-use control and site development. Readers will find an abundance of information and examples in this main part of the book. Part III, "Future of Urban Transport in Asia: Rising Asia Proposes to the World" discusses key issues and hot topics of study on sustainable city and transport for the future: development and management, travel demand management, growth management, site development strategies, and financial and institutional measures.