Data Analytics for Intelligent Transportation Systems

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  • Publisher : Elsevier
  • Release : 05 April 2017
  • ISBN : 9780128098516
  • Page : 344 pages
  • Rating : 4.5/5 from 103 voters

Data Analytics for Intelligent Transportation Systems Book PDF 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 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

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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
  • ISBN : 9780128098516
DOWNLOAD BOOKData Analytics for Intelligent Transportation Systems

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

The Future of Intelligent Transport Systems

The Future of Intelligent Transport Systems
  • Author : George J. Dimitrakopoulos,Lorna Uden,Iraklis Varlamis
  • Publisher : Elsevier
  • Release Date : 2020-03-27
  • ISBN : 9780128182819
DOWNLOAD BOOKThe Future of Intelligent Transport Systems

The Future of Intelligent Transport Systems considers ITS from three perspectives: users, business models and regulation/policy. Topics cover in-vehicle applications, such as autonomous driving, vehicle-to-vehicle/vehicle-to-infrastructure communication, and related applications, such as personalized mobility. The book also examines ITS technology enablers, such as sensing technologies, wireless communication, computational technology, user behavior as part of the transportation chain, financial models that influence ITS, regulations, policies and standards affecting ITS, and the future of ITS applications. Users will find a holistic

Intelligent Data Analysis

Intelligent Data Analysis
  • Author : Deepak Gupta,Siddhartha Bhattacharyya,Ashish Khanna,Kalpna Sagar
  • Publisher : John Wiley & Sons
  • Release Date : 2020-07-07
  • ISBN : 9781119544456
DOWNLOAD BOOKIntelligent Data Analysis

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 alarming, effective and efficient monitoring, and so on. This book aims to describe the different approaches of Intelligent Data Analysis from a practical point of view: solving common life problems

Intelligent Transport Systems

Intelligent Transport Systems
  • Author : Asier Perallos,Unai Hernandez-Jayo,Enrique Onieva,Ignacio Julio García Zuazola
  • Publisher : John Wiley & Sons
  • Release Date : 2015-12-14
  • ISBN : 9781118894781
DOWNLOAD BOOKIntelligent Transport Systems

The book provides a systematic overview of Intelligent Transportation Systems (ITS). First, it includes an insight into the reference architectures developed within the main EU research projects. Then, 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. This book is a well-balanced

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
  • ISBN : 9780128129715
DOWNLOAD BOOKMobility Patterns, Big Data and Transport Analytics

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, applications and concepts in mobility analysis and transportation systems. Users will find a detailed, mobility ‘structural’ analysis and a look at the extensive behavioral characteristics of transport, observability requirements and

Deep Learning and Big Data for Intelligent Transportation

Deep Learning and Big Data for Intelligent Transportation
  • Author : Khaled R. Ahmed,Aboul Ella Hassanien
  • Publisher : Springer Nature
  • Release Date : 2021-04-10
  • ISBN : 9783030656614
DOWNLOAD BOOKDeep Learning and Big Data for Intelligent Transportation

This book contributes to the progress towards intelligent transportation. It emphasizes new data management and machine learning approaches such as big data, deep learning and reinforcement learning. Deep learning and big data are very energetic and vital research topics of today’s technology. Road sensors, UAVs, GPS, CCTV and incident reports are sources of massive amount of data which are crucial to make serious traffic decisions. Herewith this substantial volume and velocity of data, it is challenging to build reliable

Big Data Analytics and Intelligent Techniques for Smart Cities

Big Data Analytics and Intelligent Techniques for Smart Cities
  • Author : Kolla Bhanu Prakash,Janmenjoy Nayak,B tp Madhhav,Sanjeevikumar Padmanaban,Valentina Emilia Balas
  • Publisher : CRC Press
  • Release Date : 2021-09-20
  • ISBN : 9781000413311
DOWNLOAD BOOKBig Data Analytics and Intelligent Techniques for Smart Cities

Big Data Analytics and Intelligent Techniques for Smart Cities covers fundamentals, advanced concepts, and applications of big data analytics for smart cities in a single volume. 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-the-art system design, system verification, real-time control and adaptation, Internet of Things, and testbeds. It covers applications of smart cities as they

Big Data and Smart Service Systems

Big Data and Smart Service Systems
  • Author : Xiwei Liu,Rangachari Anand,Gang Xiong,Xiuqin Shang,Xiaoming Liu
  • Publisher : Academic Press
  • Release Date : 2016-11-23
  • ISBN : 9780128120408
DOWNLOAD BOOKBig Data and Smart Service Systems

Big Data and Smart Service Systems presents the theories and applications regarding Big Data and smart service systems, data acquisition, smart cities, business decision-making support, and smart service design. The rapid development of computer and Internet technologies has led the world to the era of Big Data. Big Data technologies are widely used, which has brought unprecedented impacts on traditional industries and lifestyle. More and more governments, business sectors, and institutions begin to realize data is becoming the most valuable

Big Data Transportation Systems

Big Data Transportation Systems
  • Author : Guanghui Zhao,Gusheng Zhu
  • Publisher : World Scientific
  • Release Date : 2021-07-02
  • ISBN : 9789811236013
DOWNLOAD BOOKBig Data Transportation Systems

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. This is followed by a discussion on the blueprint strategies of big data transportation which include innovative models, planning, transportation logistics, and application case studies. Finally, the book discusses applications of big data transportation platforms.

Smart Cities: A Data Analytics Perspective

Smart Cities: A Data Analytics Perspective
  • Author : Mohammad Ayoub Khan,Fahad Algarni,Mohammad Tabrez Quasim
  • Publisher : Springer Nature
  • Release Date : 2020-12-11
  • ISBN : 9783030609221
DOWNLOAD BOOKSmart Cities: A Data Analytics Perspective

This book offers practical as well as conceptual knowledge of the latest trends, tools, techniques and methodologies of data analytics in smart cities. The smart city is an advanced technological area that is capable of understanding the environment by examining the data to improve the livability. The smart cities allow different kinds of wireless sensors to gather massive amounts, full speed and a broad range of city data. The smart city has a focus on data analytics facilitated through the

Fundamentals of Intelligent Transportation Systems Planning

Fundamentals of Intelligent Transportation Systems Planning
  • Author : Mashrur A. Chowdhury,Adel Wadid Sadek
  • Publisher : Artech House
  • Release Date : 2003
  • ISBN : 1580531601
DOWNLOAD BOOKFundamentals of Intelligent Transportation Systems Planning

This one-of-a-kind reference offers you a comprehensive and easy-to-follow introduction to the fundamentals of ITS planning and operations. The book puts special focus on traffic flow issues and principles, and addresses recent security concerns in transportation systems, thus allowing you a greater degree of confidence in the success of your projects before actual implementation.

Big Data Analytics for Connected Vehicles and Smart Cities

Big Data Analytics for Connected Vehicles and Smart Cities
  • Author : Bob McQueen
  • Publisher : Artech House
  • Release Date : 2017-08-31
  • ISBN : 9781630814748
DOWNLOAD BOOKBig Data Analytics for Connected Vehicles and Smart Cities

This practical new book presents the application of “big data” analytics to connected vehicles, smart cities, and transportation systems. This book enables transportation professionals to understand how data analytics can and will expand the design and engineering of connected vehicles and smart cities. Readers find extensive case studies and examples that provide a strong framework focusing on practical application of data sciences and analytic tools for actual projects in the field. Both federal and private sector investments have a strong

Intelligent Transportation Related Complex Systems and Sensors

Intelligent Transportation Related Complex Systems and Sensors
  • Author : Kyandoghere Kyamakya,Jean Chamberlain Chedjou,Fadi Al-Machot,Ahmad Haj Mosa,Antoine Bagula
  • Publisher : MDPI
  • Release Date : 2021-09-01
  • ISBN : 9783036508481
DOWNLOAD BOOKIntelligent Transportation Related Complex Systems and Sensors

Building around innovative services related to different modes of transport and traffic management, intelligent transport systems (ITS) are being widely adopted worldwide to improve the efficiency and safety of the transportation system. They enable users to be better informed and make safer, more coordinated, and smarter decisions on the use of transport networks. Current ITSs are complex systems, made up of several components/sub-systems characterized by time-dependent interactions among themselves. Some examples of these transportation-related complex systems include: road traffic

Intelligent Transportation and Planning: Breakthroughs in Research and Practice

Intelligent Transportation and Planning: Breakthroughs in Research and Practice
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2018-02-02
  • ISBN : 9781522552116
DOWNLOAD BOOKIntelligent Transportation and Planning: Breakthroughs in Research and Practice

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

Internet of Things and Data Analytics Handbook

Internet of Things and Data Analytics Handbook
  • Author : Hwaiyu Geng
  • Publisher : John Wiley & Sons
  • Release Date : 2017-01-10
  • ISBN : 9781119173649
DOWNLOAD BOOKInternet of Things and Data Analytics Handbook

This book examines the Internet of Things (IoT) and Data Analytics from a technical, application, and business point of view. Internet of Things and Data Analytics Handbook describes essential technical knowledge, building blocks, processes, design principles, implementation, and marketing for IoT projects. It provides readers with knowledge in planning, designing, and implementing IoT projects. The book is written by experts on the subject matter, including international experts from nine countries in the consumer and enterprise fields of IoT. The text