This chapter covers topics related to big data sources, methods and applications in transportation and mobility research. Big data sources covered include data from vehicle-based and infrastructure-based sensors. Methods from traditional regression to machine-learning and AI are discussed in terms of prediction and inference goals. Finally, example use cases of Big Data and AI are discussed in the context of safety, travel and micromobility.


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    Titel :

    Big Data in Road Transport and Mobility Research


    Weitere Titelangaben:

    Lecture Notes in Intelligent Transportation and Infrastructure


    Beteiligte:
    Murphey, Yi Lu (Herausgeber:in) / Kolmanovsky, Ilya (Herausgeber:in) / Watta, Paul (Herausgeber:in) / Flannagan, Carol A. (Autor:in)


    Erscheinungsdatum :

    08.09.2022


    Format / Umfang :

    24 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch





    Off-Road Mobility Research, Volume 1

    G. E. Bartlett / J. N. Deutschman | NTIS | 1968


    Road transport research outlook : Road transport research twenty-fifth anniversary

    OECD / OECD, Road Transport Research Programme | TIBKAT | 1993


    Road transport research outlook : Road transport research twenty-fifth anniversary

    OECD / OECD, Road Transport Research Programme | SLUB | 1993


    Off-Road Mobility Research, Volume 2

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