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Data Analytics for Intelligent Transportation Systems (Paperback)
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Data Analytics for Intelligent Transportation Systems (Paperback)
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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 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.
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