1 This work partially funded by NSF Grants IIS-9732897, IRIS- 9729878 and IIS-0119276 Matthew O. Ward, Elke A. Rundensteiner, Jing Yang, Punit Doshi, Geraldine Rosario, Allen R. Martin, Ying-Huey Fua, Daniel Stroe http:// davis.wpi.edu/~xmdv XmdvTool Interactive Visual Data Exploration System for High- dimensional Data Sets Worcester Polytechnic Institute
20
Embed
1 This work partially funded by NSF Grants IIS-9732897, IRIS-9729878 and IIS-0119276 Matthew O. Ward, Elke A. Rundensteiner, Jing Yang, Punit Doshi, Geraldine.
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
1
This work partially funded by NSF Grants IIS-9732897, IRIS-9729878 and IIS-0119276
Matthew O. Ward, Elke A. Rundensteiner,Jing Yang, Punit Doshi, Geraldine Rosario,
Allen R. Martin, Ying-Huey Fua, Daniel Stroe
http://davis.wpi.edu/~xmdv
XmdvToolInteractive Visual Data Exploration System
for High-dimensional Data Sets
Worcester Polytechnic Institute
2
XmdvTool Features
• Hierarchical visualization and interaction tools for exploring very large high-dimensional data sets to discover patterns, trends and outliers
• Applications: Bioterrorism Detection Bioinformatics and Drug Discovery Space Science Geology and Geochemistry Systems Monitoring and Performance Evaluation Economics and Business Simulation Design and Analysis
• Multi-platform support (Unix, Linux, Windows)• Public domain software: http://davis.wpi.edu/~xmdv
3
• Scale-up to High Dimensions: Visual Hierarchical Dimension Reduction
• Scale-up to Large Data Sets: Interactive Hierarchical Displays, Database Backend with Minmax Encoding, Semantic Caching and Adaptive Prefetching
Publications (available at http://davis.wpi.edu/~xmdv)
• Jing Yang, Matthew O. Ward and Elke A. Rundensteiner, "InterRing: An Interactive Tool for Visually Navigating and Manipulating Hierarchical Structures", InfoVis 2002, to appear
• Punit R. Doshi, Elke A. Rundensteiner, Matthew O. Ward and Daniel Stroe, “Prefetching For Visual Data Exploration.”
Technical Report #: WPI-CS-TR-02-07, 2002• Jing Yang, Matthew O. Ward and Elke A. Rundensteiner, “Interactive
Hierarchical Displays: A General Framework for Visualization and Exploration of Large Multivariate Data Sets”, Computers and Graphics Journal, 2002, to appear
• Daniel Stroe, Elke A. Rundensteiner and Matthew O. Ward, “Scalable Visual Hierarchy Exploration”, Database and Expert Systems Applications, pages 784-793, Sept. 2000
• Ying-Huey Fua, Matthew O. Ward and Elke A. Rundensteiner, “Hierarchical Parallel Coordinates for Exploration of LargeDatasets”, IEEE Proc. of Visualization, pages 43-50, Oct. 1999
• Ying-Huey Fua, Matthew O. Ward and Elke A. Rundensteiner, “Navigating Hierarchies with Structure-Based Brushes”, IEEE Proceedings of Visualization, pages 43-50, Oct. 1999