Data Analytics for Intelligent Transportation Systems

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Author :
Publisher : Elsevier
ISBN 13 : 0443138796
Total Pages : 572 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Data Analytics for Intelligent Transportation Systems by : Mashrur Chowdhury

Download or read book Data Analytics for Intelligent Transportation Systems written by Mashrur Chowdhury and published by Elsevier. This book was released on 2024-11-02 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Intelligent Transportation and Planning: Breakthroughs in Research and Practice

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Author :
Publisher : IGI Global
ISBN 13 : 1522552111
Total Pages : 1134 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Intelligent Transportation and Planning: Breakthroughs in Research and Practice by : Management Association, Information Resources

Download or read book Intelligent Transportation and Planning: Breakthroughs in Research and Practice written by Management Association, Information Resources and published by IGI Global. This book was released on 2018-02-02 with total page 1134 pages. Available in PDF, EPUB and Kindle. Book excerpt: From driverless cars to vehicular networks, recent technological advances are being employed to increase road safety and improve driver satisfaction. As with any newly developed technology, researchers must take care to address all concerns, limitations, and dangers before widespread public adoption. Intelligent Transportation and Planning: Breakthroughs in Research and Practice is an innovative reference source for the latest academic material on the applications, management, and planning of intelligent transportation systems. Highlighting a range of topics, such as automatic control, infrastructure systems, and system architecture, this publication is ideally designed for engineers, academics, professionals, and practitioners actively involved in the transportation planning sector.

Human Factors in Intelligent Transportation Systems

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Publisher : Psychology Press
ISBN 13 : 1317781104
Total Pages : 481 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Human Factors in Intelligent Transportation Systems by : Woodrow Barfield

Download or read book Human Factors in Intelligent Transportation Systems written by Woodrow Barfield and published by Psychology Press. This book was released on 2014-01-14 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Intelligent Transportation System (ITS) Program is a cooperative effort by government, private industry, and academia to apply advanced technology to the task of resolving the problems of surface transportation. The objective is to improve travel efficiency and mobility, enhance safety, conserve energy, provide economic benefits, and protect the environment. The current demand for mobility has exceeded the available capacity of the roadway system. Because the highway system cannot be expanded, except in minor ways, the available capacity must be used more efficiently to handle the increased demand. ITS applies advanced information processing, communication, sensing, and computer control technologies to the problems of surface transportation. Considerable research and development efforts will be required to produce these new technologies and to convert technologies developed in the defense and space programs to solve surface transportation problems. ITS has been subdivided into six interlocking technology areas. This book addresses human factors concerns for four of these areas: * Advanced Traveler Information Systems are a variety of systems that provide real time, in-vehicle information to drivers regarding navigation and route guidance, motorist services, roadway signing, and hazard warnings. * Advanced Vehicle Control Systems refer to systems that aid drivers in controlling their vehicle particularly in emergency situations and ultimately taking over some or all of the driving tasks. * Commercial Vehicle Operations address the application of ITS technologies to the special needs of commercial roadway vehicles including automated vehicle identification, location, weigh-in-motion, clearance sensing, and record keeping. * Advanced Traffic Management Systems monitor, control and manage traffic on streets and highways to reduce congestion using vehicle route diversion, automated signal timing, changeable message signs, and priority control systems. Two technical areas are not specifically addressed in individual chapters, but many aspects of them are covered in associated chapters: * Advanced Rural Transportation Systems include systems that apply ITS technologies to the special needs of rural systems and include emergency notification and response, vehicle location, and traveler information. * Advanced Public Transportation Systems enhance the effectiveness, attractiveness and economics of public transportation and include fleet management, automated fare collection, and real-time information systems.

Using the Engineering Literature

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Publisher : CRC Press
ISBN 13 : 0203966163
Total Pages : 636 pages
Book Rating : 4.2/5 (39 download)

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Book Synopsis Using the Engineering Literature by : Bonnie A. Osif

Download or read book Using the Engineering Literature written by Bonnie A. Osif and published by CRC Press. This book was released on 2006-08-23 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of engineering is becoming increasingly interdisciplinary, and there is an ever-growing need for engineers to investigate engineering and scientific resources outside their own area of expertise. However, studies have shown that quality information-finding skills often tend to be lacking in the engineering profession. Using the Engineerin

List of Classes of United States Government Publications Available for Selection by Depository Libraries

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Publisher :
ISBN 13 :
Total Pages : 316 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis List of Classes of United States Government Publications Available for Selection by Depository Libraries by :

Download or read book List of Classes of United States Government Publications Available for Selection by Depository Libraries written by and published by . This book was released on 2010-10 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Transportation Systems

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Publisher : CRC Press
ISBN 13 : 1439835195
Total Pages : 220 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Intelligent Transportation Systems by : Sumit Ghosh

Download or read book Intelligent Transportation Systems written by Sumit Ghosh and published by CRC Press. This book was released on 2010-05-25 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many transportation systems, the cost of expanding the infrastructure is too high. Therefore, the focus must shift to improving the quality of transportation within the existing infrastructure. The second edition of a bestseller, Intelligent Transport Systems: Smart and Green Infrastructure Design critically examines the successes and failures

Guide to Information Sources in Engineering

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Publisher : Bloomsbury Publishing USA
ISBN 13 : 0313009430
Total Pages : 360 pages
Book Rating : 4.3/5 (13 download)

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Book Synopsis Guide to Information Sources in Engineering by : Charles Lord

Download or read book Guide to Information Sources in Engineering written by Charles Lord and published by Bloomsbury Publishing USA. This book was released on 2000-08-15 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The only source that focuses exclusively on engineering and technology, this important guide maps the dynamic and changing field of information sources published for engineers in recent years. Lord highlights basic perspectives, access tools, and English-language resources—directories, encyclopedias, yearbooks, dictionaries, databases, indexes, libraries, buyer's guides, Internet resources, and more. Substantial emphasis is placed on digital resources. The author also discusses how engineers and scientists use information, the culture and generation of scientific information, different types of engineering information, and the tools and resources you need to locate and access that material. Other sections describe regulations, standards and specifications, government resources, professional and trade associations, and education and career resources. Engineers, scientists, librarians, and other information professionals working with engineering and technology information will welcome this research

Big Data-Enabled Internet of Things

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Publisher : Computing and Networks
ISBN 13 : 9781785616365
Total Pages : 488 pages
Book Rating : 4.6/5 (163 download)

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Book Synopsis Big Data-Enabled Internet of Things by : Muhammad Usman Shahid Khan

Download or read book Big Data-Enabled Internet of Things written by Muhammad Usman Shahid Khan and published by Computing and Networks. This book was released on 2020-01-10 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fields of Big Data and the Internet of Things (IoT) have seen tremendous advances, developments, and growth in recent years. The IoT is the inter-networking of connected smart devices, buildings, vehicles and other items which are embedded with electronics, software, sensors and actuators, and network connectivity that enable these objects to collect and exchange data. The IoT produces a lot of data. Big data describes very large and complex data sets that traditional data processing application software is inadequate to deal with, and the use of analytical methods to extract value from data. This edited book covers analytical techniques for handling the huge amount of data generated by the Internet of Things, from architectures and platforms to security and privacy issues, applications, and challenges as well as future directions.

Intelligent Transport Systems

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118894782
Total Pages : 375 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Intelligent Transport Systems by : Asier Perallos

Download or read book Intelligent Transport Systems written by Asier Perallos and published by John Wiley & Sons. This book was released on 2015-12-14 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: INTELLIGENT TRANSPORT SYSTEMS TECHNOLOGIES AND APPLICATIONS This book provides a systematic overview of Intelligent Transportation Systems (ITS), offering an insight into the reference architectures developed within the main research projects. It delves into each of the layers of such architectures, from physical to application layer, describing the technological issues which are being currently faced by some of the most important ITS research groups. The book concludes with some end-user services and applications deployed by industrial partners. The book is a well-balanced combination of academic contributions and industrial applications in the field of Intelligent Transportation Systems. It includes the most representative technologies and research results achieved by some of the most relevant research groups working on ITS, collated to show the chances of generating industrial solutions to be deployed in real transportation environments.

Using the Engineering Literature, Second Edition

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Publisher : CRC Press
ISBN 13 : 143985002X
Total Pages : 602 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Using the Engineering Literature, Second Edition by : Bonnie A. Osif

Download or read book Using the Engineering Literature, Second Edition written by Bonnie A. Osif and published by CRC Press. This book was released on 2011-08-09 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the encroachment of the Internet into nearly all aspects of work and life, it seems as though information is everywhere. However, there is information and then there is correct, appropriate, and timely information. While we might love being able to turn to Wikipedia® for encyclopedia-like information or search Google® for the thousands of links on a topic, engineers need the best information, information that is evaluated, up-to-date, and complete. Accurate, vetted information is necessary when building new skyscrapers or developing new prosthetics for returning military veterans While the award-winning first edition of Using the Engineering Literature used a roadmap analogy, we now need a three-dimensional analysis reflecting the complex and dynamic nature of research in the information age. Using the Engineering Literature, Second Edition provides a guide to the wide range of resources available in all fields of engineering. This second edition has been thoroughly revised and features new sections on nanotechnology as well as green engineering. The information age has greatly impacted the way engineers find information. Engineers have an effect, directly and indirectly, on almost all aspects of our lives, and it is vital that they find the right information at the right time to create better products and processes. Comprehensive and up to date, with expert chapter authors, this book fills a gap in the literature, providing critical information in a user-friendly format.

Traffic Flow Theory

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Publisher : Butterworth-Heinemann
ISBN 13 : 0128041471
Total Pages : 414 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Traffic Flow Theory by : Daiheng Ni

Download or read book Traffic Flow Theory written by Daiheng Ni and published by Butterworth-Heinemann. This book was released on 2015-11-09 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Creating Traffic Models is a challenging task because some of their interactions and system components are difficult to adequately express in a mathematical form. Traffic Flow Theory: Characteristics, Experimental Methods, and Numerical Techniques provide traffic engineers with the necessary methods and techniques for mathematically representing traffic flow. The book begins with a rigorous but easy to understand exposition of traffic flow characteristics including Intelligent Transportation Systems (ITS) and traffic sensing technologies. - Includes worked out examples and cases to illustrate concepts, models, and theories - Provides modeling and analytical procedures for supporting different aspects of traffic analyses for supporting different flow models - Carefully explains the dynamics of traffic flow over time and space

Deploying and Operating Integrated Intelligent Transportation Systems

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Publisher :
ISBN 13 :
Total Pages : 44 pages
Book Rating : 4.:/5 (1 download)

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Book Synopsis Deploying and Operating Integrated Intelligent Transportation Systems by :

Download or read book Deploying and Operating Integrated Intelligent Transportation Systems written by and published by . This book was released on 2001 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Information Technology and Intelligent Transportation Systems

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Publisher : IOS Press
ISBN 13 : 1614999392
Total Pages : 398 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Information Technology and Intelligent Transportation Systems by : L.C. Jain

Download or read book Information Technology and Intelligent Transportation Systems written by L.C. Jain and published by IOS Press. This book was released on 2019-01-16 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Transportation Systems (ITS) are the model for integrating advanced information technology, data communication transmission technology, electronic sensing technology, control technology and computer technology into a comprehensive ground traffic management system. They are the direction of development for future transportation systems. This book presents the proceedings of the 3rd International Conference on Information Technology and Intelligent Transportation Systems (ITITS 2018), held in Xi’an, China, on 15-16 September 2018. The conference provides a platform for professionals and researchers from industry and academia to present and discuss recent advances in the field of information technology and intelligent transportation systems. Intelligent transport systems vary in the technologies they apply, from basic management systems to more application-based systems. Information technology – including wireless communication, computational technologies, floating car data/floating cellular data, sensor technologies, and video vehicle detection – is also intrinsic to intelligent transportation systems. All papers were reviewed by 3-4 referees, and the program chairs of the conference committee made their selections based on the score of each paper. This year, ITITS 2018 received more than 168 papers from 4 countries, of which 41 papers were accepted. Offering a state-of-the-art overview of the theoretical and applied topics related to ITS, this book will be of interest to all those working in the field.

Geographic Information Systems for Transportation

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Publisher : Oxford University Press, USA
ISBN 13 : 9780195123944
Total Pages : 474 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Geographic Information Systems for Transportation by : Harvey J. Miller

Download or read book Geographic Information Systems for Transportation written by Harvey J. Miller and published by Oxford University Press, USA. This book was released on 2001 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: GIS data and tools are revolutionizing transportation research and decision making, allowing transportation analysts and professionals to understand and solve complex transportation problems that were previously impossible. Here, Miller and Shaw present a comprehensive discussion of fundamental geographic science and the applications of these principles using GIS and other software tools. By providing thorough and accessible discussions of transportation analysis within a GIS environment, this volume fills a critical niche in GIS-T and GIS literature.

Vehicular Cloud Computing for Traffic Management and Systems

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Publisher : IGI Global
ISBN 13 : 1522539824
Total Pages : 296 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Vehicular Cloud Computing for Traffic Management and Systems by : Grover, Jyoti

Download or read book Vehicular Cloud Computing for Traffic Management and Systems written by Grover, Jyoti and published by IGI Global. This book was released on 2018-06-22 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Road accidents caused by impaired and distracted driving as well as traffic congestion are on the rise, with the numbers increasing dramatically every day. Intelligent transportation systems (ITS) aim to improve the efficiency and safety of traveling by consolidating vehicle operations, managing vehicle traffic, and notifying drivers with alerts and safety messages in real time. Vehicular Cloud Computing for Traffic Management and Systems provides innovative research on the rapidly advancing applications of vehicle-to-vehicle and vehicle-to-infrastructure communication. It also covers the need to fully utilize vehicular ad-hoc network (VANET) resources to provide updated and dynamic information about the conditions of road traffic so that the number of road accidents can be minimized. Featuring research on topics such as identity management, computational architecture, and resource management, this book is ideally designed for urban planners, researchers, policy makers, graduate-level students, transportation engineers, and technology developers seeking current research on vehicle computational design, architecture, security, and privacy.

INTELLIGENT TRANSPORT SYSTEMS

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Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 8193593847
Total Pages : 442 pages
Book Rating : 4.1/5 (935 download)

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Book Synopsis INTELLIGENT TRANSPORT SYSTEMS by : PRADIP KUMAR SARKAR

Download or read book INTELLIGENT TRANSPORT SYSTEMS written by PRADIP KUMAR SARKAR and published by PHI Learning Pvt. Ltd.. This book was released on 2017-11-15 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the time, Intelligent Transport System (ITS) has become important for any country not only for traffic congestion management, but also for modern infrastructure and safety. Since there is a dearth of literature on this subject, this book attempts to fill the gap and provides a holistic work on ITS encompassing theory, examples and case studies on various facets in both road and railway sectors. The basic principles of various technologies used for ITS have been explained in such a manner that students from non-technical background can also comprehend them with ease. It also discusses the emerging technologies such as autonomous vehicles, electric vehicles, cooperative vehicle highway system, automated highway systems, 5G mobile technology, etc. Considering the need of huge funds required for ITS implementation, the text provides various funding options available. Conclusively, it is a unique book that contains all aspects of ITS which a student of engineering is expected to know. The book is intended as a text for postgraduate students of transportation engineering and as a reference book for professionals such as transport planners, town planners, traffic engineers, transit operators and consultants. Key Features, • ITS architecture with a number of case studies based on real-life situation • Concept of smart city, importance of advanced transport system, and applications of ITS technologies in smart cities • ITS in Rail sector—intelligent trains, train control systems and intelligent train maintenance practices • Chapter-end questions for practice and bibliography

Explainable Artificial Intelligence for Intelligent Transportation Systems

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Publisher : CRC Press
ISBN 13 : 1000968472
Total Pages : 328 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Explainable Artificial Intelligence for Intelligent Transportation Systems by : Amina Adadi

Download or read book Explainable Artificial Intelligence for Intelligent Transportation Systems written by Amina Adadi and published by CRC Press. This book was released on 2023-10-20 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) and Machine Learning (ML) are set to revolutionize all industries, and the Intelligent Transportation Systems (ITS) field is no exception. While ML, especially deep learning models, achieve great performance in terms of accuracy, the outcomes provided are not amenable to human scrutiny and can hardly be explained. This can be very problematic, especially for systems of a safety-critical nature such as transportation systems. Explainable AI (XAI) methods have been proposed to tackle this issue by producing human interpretable representations of machine learning models while maintaining performance. These methods hold the potential to increase public acceptance and trust in AI-based ITS. FEATURES: Provides the necessary background for newcomers to the field (both academics and interested practitioners) Presents a timely snapshot of explainable and interpretable models in ITS applications Discusses ethical, societal, and legal implications of adopting XAI in the context of ITS Identifies future research directions and open problems