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    Visual Analysis of Relations in Attributed Time-Series Data

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    Date
    2015
    Author
    Steiger, Martin
    Bernard, Jürgen ORCID
    Schader, Philipp ORCID
    Kohlhammer, Jörn
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    Abstract
    In this paper, we present visual-interactive techniques for revealing relations between two co-existing multivariate feature spaces. Such data is generated, for example, by sensor networks characterized by a set of (categorical) attributes which continuously measure physical quantities over time. A challenging analysis task is the seeking for interesting relations between the time-oriented data and the sensor attributes. Our approach uses visualinteractive analysis to enable analysts to identify correlations between similar time series and similar attributes of the data. It is based on a combination of machine-based encoding of this information in position and color and the human ability to recognize cohesive structures and patterns. In our figures, we illustrate how analysts can identify similarities and anomalies between time series and categorical attributes of metering devices and sensors.
    BibTeX
    @inproceedings {10.2312:eurova.20151105,
    booktitle = {EuroVis Workshop on Visual Analytics (EuroVA)},
    editor = {E. Bertini and J. C. Roberts},
    title = {{Visual Analysis of Relations in Attributed Time-Series Data}},
    author = {Steiger, Martin and Bernard, Jürgen and Schader, Philipp and Kohlhammer, Jörn},
    year = {2015},
    publisher = {The Eurographics Association},
    DOI = {10.2312/eurova.20151105}
    }
    URI
    http://dx.doi.org/10.2312/eurova.20151105
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    Eurographics Association copyright © 2013 - 2022 
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    Theme by @mire NV
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