Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems PDF Author: Mashrur Chowdhury
Publisher: Elsevier
ISBN: 0128098511
Category : Business & Economics
Languages : en
Pages : 346

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Book Description
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 PDF Author: Mashrur Chowdhury
Publisher: Elsevier
ISBN: 0128098511
Category : Business & Economics
Languages : en
Pages : 346

Get Book Here

Book Description
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

Proceedings

Proceedings PDF Author:
Publisher:
ISBN:
Category : Automobiles
Languages : en
Pages : 960

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Book Description


Impact of Behavior-based Safety Techniques on Commercial Motor Vehicle Drivers

Impact of Behavior-based Safety Techniques on Commercial Motor Vehicle Drivers PDF Author: Jeffrey Scott Hickman
Publisher: Transportation Research Board
ISBN: 0309098769
Category : Automobiles
Languages : en
Pages : 78

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Book Description
TRB's Commercial Truck and Bus Safety Synthesis Program (CTBSSP) Synthesis 11: Impact of Behavior-Based Safety Techniques on Commercial Motor Vehicle Drivers explores various strategies designed to increase safety-related driving behaviors and decrease at-risk driving behaviors of commercial motor vehicle drivers. The report also examines innovative and successful behavior-based safety practices in commercial vehicle settings.

Forensic Medical Investigation of Motor Vehicle Incidents

Forensic Medical Investigation of Motor Vehicle Incidents PDF Author: Michael P. Burke
Publisher: CRC Press
ISBN: 1040080111
Category : Law
Languages : en
Pages : 179

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Book Description
Forensic Medical Investigation of Motor Vehicle Incidents provides an in-depth study of the circumstances underlying motor vehicle incidents and allows for a reasoned analysis of a crash victim's injuries. It also gives law enforcement the tools to communicate relevant information to the forensic pathologists and trains pathologists to infer crucia

Advances in Human Aspects of Transportation

Advances in Human Aspects of Transportation PDF Author: Neville A. Stanton
Publisher: Springer
ISBN: 3319416820
Category : Technology & Engineering
Languages : en
Pages : 1132

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Book Description
This book discusses the latest advances in research and development, design, operation and analysis of transportation systems and their complementary infrastructures. It reports on both theories and case studies on road and rail, aviation and maritime transportation. The book covers a wealth of topics, from accident analysis, vehicle intelligent control, and human-error and safety issues to next-generation transportation systems, model-based design methods, simulation and training techniques, and many more. A special emphasis is given to smart technologies and automation in transport, as well as to user-centered, ergonomic and sustainable design of transport systems. The book, which is based on the AHFE 2016 International Conference on Human Factors in Transportation, held on July 27-31, 2016, in Walt Disney World®, Florida, USA, mainly addresses transportation system designers, industrial designers, human-computer interaction researchers, civil and control engineers, as well as vehicle system engineers. Moreover, it represents a timely source of information for transportation policy-makers and social scientists dealing with traffic safety, management, and sustainability issues in transport.

The Effects of Environmental Conditions on Driver On-ramp Merging Behavior

The Effects of Environmental Conditions on Driver On-ramp Merging Behavior PDF Author: HRB-Singer, Inc
Publisher:
ISBN:
Category : Automobile drivers
Languages : en
Pages : 164

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Book Description


Guide for Conducting Forensic Investigations of Highway Pavements (with supplemental material on CD-ROM)

Guide for Conducting Forensic Investigations of Highway Pavements (with supplemental material on CD-ROM) PDF Author: Gonzalo R. Rada
Publisher: Transportation Research Board
ISBN: 0309283450
Category : Pavements
Languages : en
Pages : 162

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Book Description
"TRB's National Cooperative Highway Research Program Report 747: Guide for Conducting Forensic Investigations of Highway Pavements explores a process for conducting forensic investigations of pavements that is designed to help understand the reasons behind premature failures or exceptionally good performance. The process also allows for the collection of data for use in developing or calibrating performance-prediction models. The report includes example forms and checklists for use during the conduct of an investigation. These forms can be modified to suit the particular requirements and procedures for the agency. The example forms are included with the print version of the report in CD-ROM format." --Publisher description.

Special Report - Highway Research Board

Special Report - Highway Research Board PDF Author: National Research Council (U.S.). Highway Research Board
Publisher:
ISBN:
Category : Highway engineering
Languages : en
Pages : 1086

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Book Description


Driver Behaviour and Training: Volume 4

Driver Behaviour and Training: Volume 4 PDF Author: Lisa Dorn
Publisher: Taylor & Francis
ISBN: 1040292232
Category : Social Science
Languages : en
Pages : 378

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Book Description
This book considers how driver training needs to be adapted in order to raise awareness of how human factors contribute to unsafe driving behaviour. It promotes the development of driver education that considers all the skills that are essential for road safety.

Interaction between Automated Vehicles and other Road Users

Interaction between Automated Vehicles and other Road Users PDF Author: Philipp Wintersberger
Publisher: Frontiers Media SA
ISBN: 2832550517
Category : Science
Languages : en
Pages : 151

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Book Description
An increasing number of automated vehicles will pervade our traffic systems in the future. The absence of a human driver requires these vehicles to communicate to, and interact with other traffic participants, such as vulnerable road users (pedestrians, cyclists, and emerging mobility forms like eBikes or scooters), but potentially also drivers of manual vehicles. In this regard, various studies and concepts demonstrating so-called “external Human-Machine Interfaces” (eHMIs) have been presented in the past couple of years. Many of these works have investigated comparably simple scenarios, such as a single pedestrian aiming to cross the street when an automated vehicle is approaching. Although we still welcome such contributions, research in this area will have to take more complex situations into account. This drives the need for research addressing other situations involving groups of vulnerable road users and traffic participants, different scenarios including roundabouts or urban shared spaces, but also exploring the potential of communication and interaction beyond such classical situations to improve cooperation in traffic.