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Data Analytics for Intelligent Transportation Systems

Livre Ecrit par: Apon, Amy ; Dey, Kakan ; Chowdhury, Mashrur ; Publié en: 2017

Résumé: 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 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. Users will learn 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.

Edition: Amesterdam: Elsevier
Langue: Anglais
Collation: 344 p. ill., couv. ill. en coul. ;24 cm
ISBN: 9780128097151
Index décimal 004 .Informatique, traitement des données (choix et utilisation du hardware, du matériel informatique ; configurations logicielles et matérielles, fiabilité des ordinateurs, firmware considéré comme hardware ; ouvrages d'ensemble et interdisciplinaires sur les
Thème Informatique

Mots clés:
Transport intelligents (informatique)
Analyse des données

Note: Index

Data Analytics for Intelligent Transportation Systems