Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems PDF Author: Mashrur Chowdhury
Publisher: Elsevier
ISBN: 0443138796
Category : Computers
Languages : en
Pages : 473

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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 (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

Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems PDF Author: Mashrur Chowdhury
Publisher: Elsevier
ISBN: 0443138796
Category : Computers
Languages : en
Pages : 473

Get Book Here

Book Description
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

Transportation Planning Handbook

Transportation Planning Handbook PDF Author: ITE (Institute of Transportation Engineers)
Publisher: John Wiley & Sons
ISBN: 1118762401
Category : Technology & Engineering
Languages : en
Pages : 1200

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Book Description
A multi-disciplinary approach to transportation planningfundamentals The Transportation Planning Handbook is a comprehensive,practice-oriented reference that presents the fundamental conceptsof transportation planning alongside proven techniques. This newfourth edition is more strongly focused on serving the needs of allusers, the role of safety in the planning process, andtransportation planning in the context of societal concerns,including the development of more sustainable transportationsolutions. The content structure has been redesigned with a newformat that promotes a more functionally driven multimodal approachto planning, design, and implementation, including guidance towardthe latest tools and technology. The material has been updated toreflect the latest changes to major transportation resources suchas the HCM, MUTCD, HSM, and more, including the most current ADAaccessibility regulations. Transportation planning has historically followed the rationalplanning model of defining objectives, identifying problems,generating and evaluating alternatives, and developing plans.Planners are increasingly expected to adopt a moremulti-disciplinary approach, especially in light of the risingimportance of sustainability and environmental concerns. This bookpresents the fundamentals of transportation planning in amultidisciplinary context, giving readers a practical reference forday-to-day answers. Serve the needs of all users Incorporate safety into the planning process Examine the latest transportation planning softwarepackages Get up to date on the latest standards, recommendations, andcodes Developed by The Institute of Transportation Engineers, thisbook is the culmination of over seventy years of transportationplanning solutions, fully updated to reflect the needs of achanging society. For a comprehensive guide with practical answers,The Transportation Planning Handbook is an essentialreference.

Guidelines for Development of Public Transportation Facilities and Equipment Management Systems

Guidelines for Development of Public Transportation Facilities and Equipment Management Systems PDF Author: Parsons, Brinckerhoff, Quade & Douglas
Publisher: Transportation Research Board
ISBN: 9780309057028
Category : Transportation
Languages : en
Pages : 68

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Book Description
This report documents and presents the research approach used in the development of the guidelines for the Public Transportation Facilities and Equipment Management System (PTMS). The research agency conducted a representative survey of stakeholders who are involved in developing a PTMS in various states, and combined this information with the latest advances in facilities management systems to develop a set of guidelines appropriate to states and transit agencies of all modes and scales. A step by step procedure for developing a PTMS is outlined in the guidelines, along with additional industry sources for measures and standards, and examples of analytical methods for evaluating the data collected.

AASHTO Transportation Asset Management Guide

AASHTO Transportation Asset Management Guide PDF Author: American Association of State Highway and Transportation Officials
Publisher: AASHTO
ISBN: 156051499X
Category : Business & Economics
Languages : en
Pages : 458

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Book Description
Aims to encourage transportation agencies to address strategic questions as they confront the task of managing the surface transportation system. Drawn form both national and international knowledge and experience, it provides guidance to State Department of Transportation (DOT) decision makers, as well as county and municipal transportation agencies, to assist them in realizing the most from financial resources now and into the future, preserving highway assets, and providing the service expected by customers. Divided into two parts, Part one focuses on leadership and goal and objective setintg, while Part two is more technically oriented. Appendices include work sheets and case studies.

Catalog of Federal Domestic Assistance

Catalog of Federal Domestic Assistance PDF Author:
Publisher:
ISBN:
Category : Economic assistance, Domestic
Languages : en
Pages : 818

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Book Description
Identifies and describes specific government assistance opportunities such as loans, grants, counseling, and procurement contracts available under many agencies and programs.

GAO Documents

GAO Documents PDF Author: United States. General Accounting Office
Publisher:
ISBN:
Category : Finance, Public
Languages : en
Pages :

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Book Description
Catalog of reports, decisions and opinions, testimonies and speeches.

Department of Transportation and Related Agencies Appropriations for Fiscal Year 1981: Department of Transportation, Nondepartmental witnesses, U.S. Railway Association, Washington Metropolitan Area Transit Authority

Department of Transportation and Related Agencies Appropriations for Fiscal Year 1981: Department of Transportation, Nondepartmental witnesses, U.S. Railway Association, Washington Metropolitan Area Transit Authority PDF Author: United States. Congress. Senate. Committee on Appropriations. Subcommittee on Transportation and Related Agencies
Publisher:
ISBN:
Category : United States
Languages : en
Pages : 752

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Book Description


Urban Transportation Abstracts

Urban Transportation Abstracts PDF Author:
Publisher:
ISBN:
Category : Urban transportation
Languages : en
Pages : 596

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Book Description


Status of Open Recommendations

Status of Open Recommendations PDF Author: United States. General Accounting Office
Publisher:
ISBN:
Category : Administrative agencies
Languages : en
Pages : 420

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Book Description


Guidance Manual for Managing Transportation Planning Data

Guidance Manual for Managing Transportation Planning Data PDF Author: Jack Faucett Associates
Publisher: Transportation Research Board
ISBN: 9780309062510
Category : Transportation
Languages : en
Pages : 44

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Book Description