Data Analytics for Intelligent Transportation Systems

Written By Mashrur Chowdhury
Data Analytics for Intelligent Transportation Systems
  • Publsiher : Elsevier
  • Release : 05 April 2017
  • ISBN : 0128098511
  • Pages : 344 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Data Analytics for Intelligent Transportation Systems written by Mashrur Chowdhury which was release on 05 April 2017, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of 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. Users will learn 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. Includes case studies in each chapter that illustrate the application of concepts covered Presents extensive coverage of existing and forthcoming intelligent transportation systems and data analytics technologies Contains contributors from both leading academic and commercial researchers Explains how to design effective data visualizations, tactics on the planning process, and how to evaluate alternative data analytics for different connected transportation applications

Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems
  • Author : Mashrur Chowdhury,Amy Apon,Kakan Dey
  • Publisher : Elsevier
  • Release Date : 2017-04-05
  • Total pages : 344
  • ISBN : 0128098511
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Summary : Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of 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 ...

Economic Impacts of Intelligent Transportation Systems

Economic Impacts of Intelligent Transportation Systems
  • Author : E Bekiaris,Y J Nakanishi
  • Publisher : Elsevier
  • Release Date : 2004-07-24
  • Total pages : 666
  • ISBN : 0128098511
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Summary : There are unique complexities associated with the economic valuation of Intelligent Transportation Systems (ITS) and telematics. Traditional methods of quantitative analysis may not be appropriate in accurately and reliably assessing the economic impacts of these technologies. Although advanced transportation and related technologies are being planned and deployed at an increasingly ...

Big Data Transportation Systems

Big Data Transportation Systems
  • Author : Guanghui Zhou,Gusheng Zhu
  • Publisher : World Scientific Publishing Company
  • Release Date : 2021-09-10
  • Total pages : 320
  • ISBN : 0128098511
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Summary : This book is designed as a popular science book on Big Data Analytics in Intelligent Transportation Systems. It aims to provide an introduction to big-data transportation. Starting from an overview on the development of big data Transportation in various countries, followed by the Strategy Blueprint of Big-data Transportation, which include ...

Intelligent Data Analysis

Intelligent Data Analysis
  • Author : Deepak Gupta,Siddhartha Bhattacharyya,Ashish Khanna,Kalpna Sagar
  • Publisher : John Wiley & Sons
  • Release Date : 2020-07-07
  • Total pages : 400
  • ISBN : 0128098511
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Summary : This book focuses on methods and tools for intelligent data analysis, aimed at narrowing the increasing gap between data gathering and data comprehension, and emphasis will also be given to solving of problems which result from automated data collection, such as analysis of computer-based patient records, data warehousing tools, intelligent ...

Big Data Analytics and Intelligent Techniques for Smart Cities

Big Data Analytics and Intelligent Techniques for Smart Cities
  • Author : Taylor & Francis Group
  • Publisher : CRC Press
  • Release Date : 2021-08-05
  • Total pages : 296
  • ISBN : 0128098511
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Summary : This comprehensive reference text discusses big data theory modeling and simulation for smart cities and examines case studies in a single volume. The text discusses how to develop a smart city and state of art including system design, system verification, real-time control and adaptation, internet of things, and testbeds. It ...

Intelligent Transport Systems for Everyone s Mobility

Intelligent Transport Systems for Everyone   s Mobility
  • Author : Tsunenori Mine,Akira Fukuda,Shigemi Ishida
  • Publisher : Springer
  • Release Date : 2019-07-17
  • Total pages : 471
  • ISBN : 0128098511
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Summary : This book presents the latest, most interesting research efforts regarding Intelligent Transport System (ITS) technologies, from theory to practice. The book’s main theme is “Mobility for everyone by ITS”; accordingly, it gathers a range of contributions on human-centered factors in the use or development of ITS technologies, infrastructures, and ...

The Theory and Method of Design and Optimization for Railway Intelligent Transportation Systems RITS

The Theory and Method of Design and Optimization for Railway Intelligent Transportation Systems  RITS
  • Author : Wang Zhou,Jia Li-min
  • Publisher : Bentham Science Publishers
  • Release Date : 2011
  • Total pages : 149
  • ISBN : 0128098511
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Summary : This book explains the theory and methods of system optimization design for railway intelligent transportation systems (RITS), which optimizes RITS total performance by decreasing the difficulty and cost of system development and increasing the system efficiency. Readers will understand key concepts of RITS and the latest research relevant to China ...

Data Analytics for Smart Cities

Data Analytics for Smart Cities
  • Author : Amir Alavi,William G. Buttlar
  • Publisher : CRC Press
  • Release Date : 2018-10-26
  • Total pages : 240
  • ISBN : 0128098511
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Summary : The development of smart cities is one of the most important challenges over the next few decades. Governments and companies are leveraging billions of dollars in public and private funds for smart cities. Next generation smart cities are heavily dependent on distributed smart sensing systems and devices to monitor the ...

Data Driven Solutions to Transportation Problems

Data Driven Solutions to Transportation Problems
  • Author : Yinhai Wang,Ziqiang Zeng
  • Publisher : Elsevier
  • Release Date : 2018-12-04
  • Total pages : 299
  • ISBN : 0128098511
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Summary : 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 ...

Intelligent Transportation Systems

Intelligent Transportation Systems
  • Author : Paolo Pagano
  • Publisher : CRC Press
  • Release Date : 2016-12-01
  • Total pages : 205
  • ISBN : 0128098511
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Summary : Intelligent Transport Systems (ITS) are the way forward for sustainable growth of mobility at all levels (local, regional, national, transnational). The book reviews the current status of Research & Development. It includes connected (and autonomous) cars and buses, real-world large-scale field trials, data analysis and assessment of technological solutions. Standards and ...

Data Science Application in Intelligent Transportation Systems

Data Science Application in Intelligent Transportation Systems
  • Author : Lei Lin
  • Publisher : Unknown
  • Release Date : 2015
  • Total pages : 324
  • ISBN : 0128098511
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Summary : With the great progress in information and communications technologies in the past few decades, intelligent transportation systems (ITS) have accumulated vast amounts of data regarding the movement iof people and goods from one location to another. Besides the traditional fixed sensors and GPS devices, new emerging data sources and approaches ...

Transportation Cyber Physical Systems

Transportation Cyber Physical Systems
  • Author : Lipika Deka,Mashrur Chowdhury
  • Publisher : Elsevier
  • Release Date : 2018-07-30
  • Total pages : 348
  • ISBN : 0128098511
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Summary : Transportation Cyber-Physical Systems provides current and future researchers, developers and practitioners with the latest thinking on the emerging interdisciplinary field of Transportation Cyber Physical Systems (TCPS). The book focuses on enhancing efficiency, reducing environmental stress, and meeting societal demands across the continually growing air, water and land transportation needs of ...

Information Technology and Intelligent Transportation Systems

Information Technology and Intelligent Transportation Systems
  • Author : L.C. Jain,X. Zhao,V.E. Balas
  • Publisher : IOS Press
  • Release Date : 2020-03-18
  • Total pages : 224
  • ISBN : 0128098511
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Summary : Intelligent transport systems, from basic management systems to more application-oriented systems, vary in the technologies they apply. Information technologies, including wireless communication, are important in intelligent transportation systems, as are computational technologies: floating car data/floating cellular data, sensing technologies, and video vehicle detection. Theoretical and application technologies, such as ...

Internet of Things and Big Data Analytics for Smart Generation

Internet of Things and Big Data Analytics for Smart Generation
  • Author : Valentina E. Balas,Vijender Kumar Solanki,Raghvendra Kumar,Manju Khari
  • Publisher : Springer
  • Release Date : 2018-12-30
  • Total pages : 300
  • ISBN : 0128098511
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Summary : This book discusses emerging technologies in the field of the Internet of Things and big data, an area that will be scaled in next two decades. Written by a team of leading experts, it is the only book focusing on the broad areas of both the Internet of things and ...

Mobility Patterns Big Data and Transport Analytics

Mobility Patterns  Big Data and Transport Analytics
  • Author : Constantinos Antoniou,Loukas Dimitriou,Francisco Pereira
  • Publisher : Elsevier
  • Release Date : 2018-11-27
  • Total pages : 452
  • ISBN : 0128098511
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Summary : Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, ...