Data-driven solutions to transportation problems

Data-driven solutions to transportation problems

by Wang, Yinhai Zeng, Ziqiang, (Assistant professor)

Type Book
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Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in transportation. Readers will learn how to solve problems relating to energy efficiency under c…

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Title Statements

  • Full title :Data-driven solutions to transportation problems / [edited by] Yinhai Wang, Ziqiang Zeng.

Summary

Data-Driven Solutions to Transportation Problems explores the fundamental principle of analyzing different types of transportation-related data using methodologies such as the data fusion model, the big data mining approach, computer vision-enabled traffic sensing data analysis, and machine learning. The book examines the state-of-the-art in data-enabled methodologies, technologies and applications in transportation. Readers will learn how to solve problems relating to energy efficiency under connected vehicle environments, urban travel behavior, trajectory data-based travel pattern identification, public transportation analysis, traffic signal control efficiency, optimizing traffic networks network, and much more.

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Edition Statements

  • Publication Date:2019
  • Edition:First edition

Publication Statements

  • Publisher(s):Elsevier
  • Place of Publication:Amsterdam
  • Language:eng
  • Publication Date:2019

The Physical Object

  • Description:1 online resource (1 volume) : : illustrations

Edition Identifiers

  • ISBN:9780128170274, 0128170271
  • oclc:on1076878084
  • LC Classification:HE192.5
  • Dewey Decimal:388.015118

Subjects

BUSINESS & ECONOMICS -- Industries Transportation -- Mathematical models TRANSPORTATION -- Public Transportation

Writers

Wang, Yinhai Zeng, Ziqiang, (Assistant professor)

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