Data analytics for intelligent transportation systems /

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"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...

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Bibliographic Details
Call Number:Libro Electrónico
Other Authors: Chowdhury, Mashrur A. (Editor), Apon, Amy (Editor), Dey, Kakan (Editor)
Format: Electronic eBook
Language:Inglés
Published: Amsterdam : Elsevier, [2017]
Subjects:
Intelligent transportation systems.
Intelligent transportation systems > Data processing.
Syst�emes de transport intelligents.
BUSINESS & ECONOMICS > Industries > Transportation.
TRANSPORTATION > Public Transportation.
Intelligent transportation systems
Intelligent transportation systems > Data processing
Online Access:Texto completo
Table of Contents:
  • 1. Characteristics of Intelligent Transportation Systems and Its Relationship With Data Analytics
  • 2. Data Analytics: Fundamentals
  • 3. Data Science Tools and Techniques to Support Data Analytics in Transportation Applications
  • 4. The Centrality of Data: Data Lifecycle and Data Pipelines
  • 5. Data Infrastructure for Intelligent Transportation Systems
  • 6. Security and Data Privacy of Modern Automobiles
  • 7. Interactive Data Visualization
  • 8. Data Analytics in Systems Engineering for Intelligent Transportation Systems
  • 9. Data Analytics for Safety Applications
  • 10. Data Analytics for Intermodal Freight Transportation Applications
  • 11. Social Media Data in Transportation
  • 12. Machine Learning in Transportation Data Analytics.

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