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TabuVis: a light weight visual analytics system for multidimensional data

Published: 27 September 2012 Publication History
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  • Abstract

    This paper describes TabuVis, a light weight visual analytics system that provides a flexible, customizable and effective visualization for multidimensional data. A key aspect of visual analytics of data with multiple attributes is the quality and appropriateness of the analytical platforms whose presentation can be adjusted via domain experts. A commercial-free and comprehensive prototype was developed that used scatter-plot approach to support the visual analytics process. Our system consists of multiple components enabling the complete analysis process, including data processing, automatic marks, interactive visualization and control. We demonstrate the effectiveness of TabuVis with two case studies using medical and Oscars data sets.

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    Cited By

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    • (2022)Using Hybrid Scatterplots for Visualizing Multi-dimensional DataIntegrating Artificial Intelligence and Visualization for Visual Knowledge Discovery10.1007/978-3-030-93119-3_20(517-538)Online publication date: 5-Jun-2022

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    1. TabuVis: a light weight visual analytics system for multidimensional data

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      cover image ACM Other conferences
      VINCI '12: Proceedings of the 5th International Symposium on Visual Information Communication and Interaction
      September 2012
      122 pages
      ISBN:9781450317825
      DOI:10.1145/2397696
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

      Sponsors

      • State Key Lab of CAD & CG: State Key Lab of CAD & CG, Zhejiang University

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 27 September 2012

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      Author Tags

      1. information visualization
      2. multidimensional data visualization
      3. visual analytics

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      VINCI '12
      Sponsor:
      • State Key Lab of CAD & CG

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      Overall Acceptance Rate 71 of 193 submissions, 37%

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      • (2022)Using Hybrid Scatterplots for Visualizing Multi-dimensional DataIntegrating Artificial Intelligence and Visualization for Visual Knowledge Discovery10.1007/978-3-030-93119-3_20(517-538)Online publication date: 5-Jun-2022

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