Data 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 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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  • Author : Mashrur Chowdhury
  • Publisher : Elsevier
  • Pages : 344 pages
  • ISBN : 0128098511
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKData Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems
  • Author : Mashrur Chowdhury,Amy Apon,Kakan Dey
  • Publisher : Elsevier
  • Release : 05 April 2017
GET THIS 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

Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems
  • Author : Mashrur Chowdhury,Amy Apon,Kakan Dey
  • Publisher : Elsevier
  • Release : 01 May 2017
GET THIS 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

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 : 10 April 2021
GET THIS 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

The Future of Intelligent Transport Systems

The Future of Intelligent Transport Systems
  • Author : George J. Dimitrakopoulos,Lorna Uden,Iraklis Varlamis
  • Publisher : Elsevier
  • Release : 27 March 2020
GET THIS 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

Mobility Patterns, Big Data and Transport Analytics

Mobility Patterns, Big Data and Transport Analytics
  • Author : Constantinos Antoniou,Loukas Dimitriou,Francisco Pereira
  • Publisher : Elsevier
  • Release : 27 November 2018
GET THIS 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

Intelligent Transport Systems

Intelligent Transport Systems
  • Author : Asier Perallos,Unai Hernandez-Jayo,Enrique Onieva,Ignacio Julio García Zuazola
  • Publisher : John Wiley & Sons
  • Release : 14 December 2015
GET THIS 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

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 : 20 September 2021
GET THIS 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

Computer Vision and Imaging in Intelligent Transportation Systems

Computer Vision and Imaging in Intelligent Transportation Systems
  • Author : Robert P. Loce,Raja Bala,Mohan Trivedi
  • Publisher : John Wiley & Sons
  • Release : 08 November 2017
GET THIS BOOKComputer Vision and Imaging in Intelligent Transportation Systems

Acts as single source reference providing readers with an overview of how computer vision can contribute to the different applications in the field of road transportation This book presents a survey of computer vision techniques related to three key broad problems in the roadway transportation domain: safety, efficiency, and law enforcement. The individual chapters present significant applications within those problem domains, each presented in a tutorial manner, describing the motivation for and benefits of the application, and a description of

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 : 11 December 2020
GET THIS 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 : 17 May 2022
GET THIS 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.

Intelligent Transportation Systems

Intelligent Transportation Systems
  • Author : Paolo Pagano
  • Publisher : CRC Press
  • Release : 01 December 2016
GET THIS BOOKIntelligent Transportation Systems

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 normative aspects in the domain of Electronic Fee Collection and Cooperative Systems oriented to probe data collection, safety and non-safety critical applications in vehicular networks, are studied. The book provides

Data Analytics: Paving the Way to Sustainable Urban Mobility

Data Analytics: Paving the Way to Sustainable Urban Mobility
  • Author : Eftihia G. Nathanail,Ioannis D. Karakikes
  • Publisher : Springer
  • Release : 11 December 2018
GET THIS BOOKData Analytics: Paving the Way to Sustainable Urban Mobility

This book aims at showing how big data sources and data analytics can play an important role in sustainable mobility. It is especially intended to provide academicians, researchers, practitioners and decision makers with a snapshot of methods that can be effectively used to improve urban mobility. The different chapters, which report on contributions presented at the 4th Conference on Sustainable Urban Mobility, held on May 24-25, 2018, in Skiathos Island, Greece, cover different thematic areas, such as social networks and traveler

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 : 01 September 2021
GET THIS 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

Internet of Things and Data Analytics Handbook

Internet of Things and Data Analytics Handbook
  • Author : Hwaiyu Geng
  • Publisher : John Wiley & Sons
  • Release : 10 January 2017
GET THIS 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

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 : 31 August 2017
GET THIS 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