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Duan / Yang

Assessing Urban Transportation with Big Data Analysis

Medium: Buch
ISBN: 978-981-19-3340-0
Verlag: Springer Nature Singapore
Erscheinungstermin: 21.09.2023
Lieferfrist: bis zu 10 Tage
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.

Produkteigenschaften


  • Artikelnummer: 9789811933400
  • Medium: Buch
  • ISBN: 978-981-19-3340-0
  • Verlag: Springer Nature Singapore
  • Erscheinungstermin: 21.09.2023
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2022
  • Serie: Urban Sustainability
  • Produktform: Kartoniert, Paperback
  • Gewicht: 605 g
  • Seiten: 317
  • Format (B x H x T): 155 x 235 x 19 mm
  • Ausgabetyp: Kein, Unbekannt

Autoren/Hrsg.

Autoren

Duan, Zhengyu

Yang, Dongyuan

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.