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Book Cover
E-book
Author Yang, DongYuan, author.

Title Assessing urban transportation with big data analysis / Dongyuan Yang, Zhengyu Duan
Published Singapore : Springer ; [Shanghai] : Tongji University Press, [2022]
©2022

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Description 1 online resource (xxxviii, 317 pages) : illustrations (some color)
Series Urban sustainability
Urban sustainability
Contents Rational Thinking of Big Data "Fever" -- Urban Transportation Monitoring Based on the Concept of Complex Adaptive System -- Inheritance and Transformation of Technology -- Feature Extraction, Cluster Analysis and Object Representation -- Correlation Analysis and Research -- Information Fusion and Establishing of Evidence Collection -- Nesting Analysis of Big Data and Small Sample Data -- Conclusion and Prospect
Summary This book chiefly focuses on urban traffic, an area supported by massive amounts of data. The application of big data to urban traffic provides strategic and technical methods for the multi-directional and in-depth observation of complex adaptive systems, thus transforming conventional urban traffic planning and management methods. Sharing valuable insights into how big data can be applied to urban traffic, it offers a valuable asset for information technicians, traffic engineers and traffic data analysts alike
Bibliography Includes bibliographical references
Notes Translated from Chinese
Online resource; title from PDF title page (SpringerLink, viewed October 6, 2022)
Subject Urban transportation -- Data processing
Big data.
Big data
Urban transportation -- Data processing
Genre/Form Electronic books
Form Electronic book
Author Duan, Zhengyu, author
ISBN 9789811933387
9811933383