Bibliography | Croitor, Andrei: Interaction for Cluster-flow Parallel Coordinates. University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology, Bachelor Thesis No. 124 (2019). 49 pages, english.
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Abstract | In this work I present a tool which enables interaction for cluster-flow parallel coordinate plots. The goal of my implementation is to provide a user with ability to explore relationships between dimensions of a multivariate data set by rearranging the axis order and highlighting data points through brushing. The approach is evaluated by analyzing data related to a certain classification tree and attempting to find correlations between the visual results and the tree model. I discuss general problems of data representation in parallel coordinate plots and compare several techniques of clutter reduction. Further, I present the findings related to user experience during the interaction and propose potential solutions for detected problems.
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Department(s) | University of Stuttgart, Institute of Visualisation and Interactive Systems, Visualisation and Interactive Systems
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Superviser(s) | Weiskopf, Prof. Daniel; Rodrigues, Nils; Schulz, Christoph; Lhuillier, Dr. Antoine |
Entry date | April 29, 2021 |
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