Venkata M. V. Gunturi, Shashi Shekhar

Spatio-Temporal Graph Data Analytics (eBook, PDF)

• Format: PDF

Produktbeschreibung

Describes a unique overarching model which can support a wide variety of spatio-temporal graph data

Covers A* and bi-directional search for determining fastest paths over spatio-temporal graphs

Introduces spatio-temporal graph datasets, such as engine measurement data

Applications from the research covered in this book (navigational algorithms), can be used for Uber service and Google's autonomous cars

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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 100
• Erscheinungstermin: 15. Dezember 2017
• Englisch
• ISBN-13: 9783319677712
• Artikelnr.: 53058568

Inhaltsangabe

1 Introduction.- 2 Fundamental Concepts for Spatio-Temporal Graphs.- 3 Representational Models for Spatio-Temporal Graphs.- 4 Fastest Path for a Single Departure-Time.- 5 Advanced Concepts: Critical Time Point Based Approaches.- 6 Advanced Concepts: Bi-directional Search for Temporal Digraphs.- 7 Knowledge Discovery: Temporal Disaggregation in Social Interaction Data.- 8 Trend Topics: Engine Data Analytics.