Finding needles in large-scale multivariate data haystacks

IEEE Computer Graphics and Applications

Volumn 24, Issue 5, 2004, Pages 16-19

  Ward, Matthew ^a  

^a WORCESTER POLYTECHNIC INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CORRELATION METHODS; DATA COMPRESSION; DATA MINING; DATA RECORDING; DATA REDUCTION; DATA STRUCTURES; LARGE SCALE SYSTEMS;

DATA ABSTRACTION; DATA MAPPING; DATA NAVIGATION; DATA SELECTION; INFORMATION SETS; LARGE SCALE MULTIVARIATE DATA; MEAN BAND METHOD;

COMPUTER GRAPHICS;

COMPUTER GRAPHICS; COMPUTER INTERFACE; DATA BASE; FACTUAL DATABASE; INFORMATION RETRIEVAL; METHODOLOGY; MULTIVARIATE ANALYSIS; ONLINE SYSTEM; REVIEW;

COMPUTER GRAPHICS; DATABASE MANAGEMENT SYSTEMS; DATABASES, FACTUAL; INFORMATION STORAGE AND RETRIEVAL; MULTIVARIATE ANALYSIS; ONLINE SYSTEMS; USER-COMPUTER INTERFACE;

EID: 4644281756     PISSN: 02721716     EISSN: None     Source Type: Journal    
DOI: 10.1109/MCG.2004.27     Document Type: Article

References (7)

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3. C.C. Aggarwal, "On the Effects of Dimensionality Reduction on High Dimensional Similarity Search," Proc. 20th ACM SIGMOD-SIGACT-SIGART Symp. Principles of Database Systems, ACM Press, 2001, pp. 265-266.
4. J. Yang, M.O. Ward, and E.A. Rundensteiner, "Interactive Hierarchical Displays: A General Framework for Visualization and Exploration of Large Multivariate Data Sets," Computers & Graphics, vol. 27, no. 2, 2003, pp. 265-283.
5. J. Yang et al., "Visual Hierarchical Dimension Reduction for Exploration of High Dimensional Datasets," Proc. Eurographics/IEEE TCVG Symp. Visualization, ACM Press, 2003, pp. 19-28.
6. Y. Fua, M.O. Ward, and E.A. Rundensteiner, "Structure-Based Brushes: A Mechanism for Navigating Hierarchically Organized Data and Information Spaces," IEEE Trans. Visualization and Computer Graphics, vol. 6, no. 2, 2000, pp. 150-159.
7. J. Yang, M.O. Ward, and E.A. Rundensteiner, "An Interactive Tool for Visually Navigating and Manipulating Hierarchical Structures," Proc. IEEE Symp. Information Visualization, 2002, IEEE CS Press, pp. 77-84.