Parallel Coordinates on a Spiral Surface for Visualizing High-Dimensional Data

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publication-listing mt-3 mb-3"> <h5 class="card-header" style="font-size:.9rem">Parallel Coordinates on a Spiral Surface for Visualizing High-Dimensional Data</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/abstracts/search?q=Chris%20Suma">Chris Suma</a>, <a href="https://publications.waset.org/abstracts/search?q=Yingcai%20Xiao"> Yingcai Xiao</a> </p> <p class="card-text"><strong>Abstract:</strong></p> This paper presents Parallel Coordinates on a Spiral Surface (PCoSS), a parallel coordinate based interactive visualization method for high-dimensional data, and a test implementation of the method. Plots generated by the test system are compared with those generated by XDAT, a software implementing traditional parallel coordinates. Traditional parallel coordinate plots can be cluttered when the number of data points is large or when the dimensionality of the data is high. PCoSS plots display multivariate data on a 3D spiral surface and allow users to see the whole picture of high-dimensional data with less cluttering. Taking advantage of the 3D display environment in PCoSS, users can further reduce cluttering by zooming into an axis of interest for a closer view or by moving vantage points and by reorienting the viewing angle to obtain a desired view of the plots. <iframe src="https://publications.waset.org/abstracts/193466.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/abstracts/search?q=human%20computer%20interaction" title="human computer interaction">human computer interaction</a>, <a href="https://publications.waset.org/abstracts/search?q=parallel%20coordinates" title=" parallel coordinates"> parallel coordinates</a>, <a href="https://publications.waset.org/abstracts/search?q=spiral%20surface" title=" spiral surface"> spiral surface</a>, <a href="https://publications.waset.org/abstracts/search?q=visualization" title=" visualization"> visualization</a> </p> <a 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Parallel Coordinates on a Spiral Surface for Visualizing High-Dimensional Data