LMDV - Large-scale Multi-Dimensional Visualization
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LMDV - Large-scale Multi-Dimensional Visualization
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Selected PublicationsS. Barlowe, T. Zhang, Y. Liu, J. Yang and D. Jacobs. Multivariate Visual Explanation for High Dimensional Datasets. Accepted by IEEE Symposium on Visual Analytics Science and Technology 2008 (full paper) J. Yang, D. Hubball, M. Ward, E. Rundensteiner and W. Ribarsky. Value and Relation Display: Interactive Visual Exploration of Large Datasets with Hundreds of Dimensions. IEEE Transactions on Visualization and Computer Graphics 13(3): p494-507 (2007) (full paper) (video, note that the system had a bug in the jigsaw map layout when the video was created so the jigsaw layout in the video is wrong. The figures in the paper are correct) (source code release in Windows) J. Yang, J. Fan, D. Hubball, Y. Gao, H. Luo, W. Ribarsky and M. Ward. Semantic Image Browser: Bridging Information Visualization with Automated Intelligent Image Analysis. IEEE Symposium on Visual Analytics Science and Technology 2006: 191-198 (full paper) (video) (source code release in Windows) Q. Cui, M. Ward, E. Rundensteiner and J. Yang. Measuring Data Abstraction Quality in Multiresolution Visualization. IEEE Transactions on Visualization and Computer Graphics 12(5)(Proc. IEEE Symposium on Information Visualization 2006): 709-716 (full paper) J. Yang, A. Patro, S. Huang, N. Mehta, M. Ward and E. Rundensteiner: Value and Relation Display for Interactive Exploration of High Dimensional Datasets. Proc. IEEE Symposium on Information Visualization 2004: 73-80 (abstract) (full paper) M. Ward and J. Yang: Interaction Spaces in Data and Information Visualization.Proc. Eurographics/IEEE TCVG Symposium on Visualization 2004: 137-146 (abstract) (full paper) J. Yang, M. Ward and E. Rundensteiner: Interactive Hierarchical Displays: A General Framework for Visualization and Exploration of Large Multivariate Data Sets. Computers & Graphics 27(2): 265-283 (2003) (abstract) (full paper) J. Yang, M. Ward, E. Rundensteiner and A. Patro: InterRing: A Visual Interface for Navigating and Manipulating Hierarchies. Information Visualization 2(1): 16-30 (2003) (abstract) (full paper) J. Yang, W. Peng, M. Ward and E. Rundensteiner: Interactive Hierarchical Dimension Ordering, Spacing and Filtering for Exploration of High Dimensional Datasets. Proc. IEEE Symposium on Information Visualization 2003: 105-112 (abstract) (full paper) J. Yang, M. Ward, E. Rundensteiner and S. Huang: Visual Hierarchical Dimension Reduction for Exploration of High Dimensional Datasets. Proc. Eurographics/IEEE TCVG Symposium on Visualization 2003: 19-28 (abstract) (full paper) J. Yang, M. Ward and E. Rundensteiner: Hierarchical Exploration of Large Multivariate Data Sets. F. Post, G. Nielson, G.-P. Bonneau (Eds.): Data Visualization: The State of the Art 2003: 201-212 (abstract) (full paper) J. Yang, M. Ward and E. Rundensteiner: InterRing: An Interactive Tool for Visually Navigating and Manipulating Hierarchical Structures. Proc. IEEE Symposium on Information Visualization 2002: 77-84 (abstract) (full paper) E. Rundensteiner, M. Ward, J. Yang, and P. Doshi: XmdvTool: Visual Interactive Data Exploration and Trend Discovery of High-dimensional Data Sets. Proc. SIGMOD 2002: 631 (full paper) Other PublicationsD. Jeong, A. Darvish, K. Najarian, J. Yang, and W. Ribarsky: Interactive Visual Analysis of Time-series Microarray Data. Accepted by The Visual Computer. M. Ghoniem, D. Luo, J. Yang and W. Ribarsky: NewsLab: Exploratory Broadcast News Video Analysis. Proc. IEEE Symposium on Visual Analytics Science and Technology 2007: 123-130 H. Luo, J. Fan, J. Yang, W. Ribarsky and S. Satoh: Mining Large-Scale News Video Databases for Supporting Knowledge Visualization and Intuitive Retrieval. Proc. IEEE Symposium on Visual Analytics Science and Technology 2007: 107-114 R. Chang and M. Ghoniem and R. Kosara and W. Ribarsky and J. Yang and E. Sumak and C. Ziemkiewicz and D. Kerm and A. Sudjianto: WireVis: Visualization of Categorical, Time-Varying Data From Financial Transactions. Proc. IEEE Symposium on Visual Analytics Science and Technology 2007: 155-162 H. Luo, J. Fan, J. Yang, W. Ribarsky, and S. Satoh: Exploring Large-Scale Video News via Interactive Visualization. IEEE Symposium on Visual Analytics Science and Technology 2006: 75-82 |
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