• Login
    View Item 
    •   Eurographics DL Home
    • Computer Graphics Forum
    • Volume 38 (2019)
    • 38-Issue 3
    • View Item
    •   Eurographics DL Home
    • Computer Graphics Forum
    • Volume 38 (2019)
    • 38-Issue 3
    • View Item
    JavaScript is disabled for your browser. Some features of this site may not work without it.

    ChronoCorrelator: Enriching Events with Time Series

    Thumbnail
    View/Open
    v38i3pp387-399.pdf (2.533Mb)
    1146-file1.mp4 (14.96Mb)
    Date
    2019
    Author
    van Dortmont, Martijn ORCID
    Elzen, Stef van den
    Wijk, Jarke J. van
    Pay-Per-View via TIB Hannover:

    Try if this item/paper is available.

    Metadata
    Show full item record
    Abstract
    Event sequences and time series are widely recorded in many application domains; examples are stock market prices, electronic health records, server operation and performance logs. Common goals for recording are monitoring, root cause analysis and predictive analytics. Current analysis methods generally focus on the exploration of either event sequences or time series. However, deeper insights are gained by combining both. We present a visual analytics approach where users can explore both time series and event data simultaneously, combining visualization, automated methods and human interaction. We enable users to iteratively refine the visualization. Correlations between event sequences and time series can be found by means of an interactive algorithm, which also computes the presence of monotonic effects. We illustrate the effectiveness of our method by applying it to real world and synthetic data sets.
    BibTeX
    @article {10.1111:cgf.13697,
    journal = {Computer Graphics Forum},
    title = {{ChronoCorrelator: Enriching Events with Time Series}},
    author = {van Dortmont, Martijn and Elzen, Stef van den and Wijk, Jarke J. van},
    year = {2019},
    publisher = {The Eurographics Association and John Wiley & Sons Ltd.},
    ISSN = {1467-8659},
    DOI = {10.1111/cgf.13697}
    }
    URI
    https://doi.org/10.1111/cgf.13697
    https://diglib.eg.org:443/handle/10.1111/cgf13697
    Collections
    • 38-Issue 3

    Eurographics Association copyright © 2013 - 2021 
    Send Feedback | Contact - Imprint | Data Privacy Policy | Disable Google Analytics
    Theme by @mire NV
    System hosted at  Graz University of Technology.
    TUGFhA
     

     

    Browse

    All of Eurographics DLCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsThis CollectionBy Issue DateAuthorsTitlesSubjects

    My Account

    LoginRegister

    BibTeX | TOC

    Create BibTeX Create Table of Contents

    Eurographics Association copyright © 2013 - 2021 
    Send Feedback | Contact - Imprint | Data Privacy Policy | Disable Google Analytics
    Theme by @mire NV
    System hosted at  Graz University of Technology.
    TUGFhA