The elements of graphing data
Visual interpretation of complex data
IBM Systems Journal
The visual display of quantitative information
The visual display of quantitative information
Core zone scatterplots: a new approach to feature extraction for visual displays
Computer Vision, Graphics, and Image Processing
Visualizing n-dimensional virtual worlds with n-vision
I3D '90 Proceedings of the 1990 symposium on Interactive 3D graphics
Fast spheres, shadows, textures, transparencies, and imgage enhancements in pixel-planes
SIGGRAPH '85 Proceedings of the 12th annual conference on Computer graphics and interactive techniques
Multiresolution multidimensional wavelet brushing
Proceedings of the 7th conference on Visualization '96
Visualizing the behavior of higher dimensional dynamical systems
VIS '97 Proceedings of the 8th conference on Visualization '97
Proceedings of the conference on Visualization '98
Hierarchical parallel coordinates for exploration of large datasets
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Visualizing high dimensional datasets and multivariate relations (tutorial AM-2)
Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Designing Pixel-Oriented Visualization Techniques: Theory and Applications
IEEE Transactions on Visualization and Computer Graphics
Information Visualization and Visual Data Mining
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
VisDB: Database Exploration Using Multidimensional Visualization
IEEE Computer Graphics and Applications
HD-Eye: Visual Mining of High-Dimensional Data
IEEE Computer Graphics and Applications
Visualization Techniques for Mining Large Databases: A Comparison
IEEE Transactions on Knowledge and Data Engineering
Visualizing Decision Table Classifiers
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Visualization of Analytically Defined Dynamical Systems
Dagstuhl '97, Scientific Visualization
Data visualization: ideas, methods, and problems
Informatics in education
Panel: Visualizing Multidimensional (Multivariate) Data and Relations -Perception vs. Geometry
VIS '95 Proceedings of the 6th conference on Visualization '95
High Dimensional Brushing for Interactive Exploration of Multivariate Data
VIS '95 Proceedings of the 6th conference on Visualization '95
Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data
VIS '95 Proceedings of the 6th conference on Visualization '95
INFOVIS '01 Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01)
A taxonomy of glyph placement strategies for multidimensional data visualization
Information Visualization
Intelligent data analysis
Pixel bar charts: a visualization technique for very large multi-attribute data sets
Information Visualization
Mapping the royal road and other hierarchical functions
Evolutionary Computation
VIS '91 Proceedings of the 2nd conference on Visualization '91
Visual feedback in querying large databases
VIS '93 Proceedings of the 4th conference on Visualization '93
XmdvTool: integrating multiple methods for visualizing multivariate data
VIS '94 Proceedings of the conference on Visualization '94
Visualizing multidimensional (multivariate) data and relations
VIS '94 Proceedings of the conference on Visualization '94
Visual Exploration of Large Relational Data Sets through 3D Projections and Footprint Splatting
IEEE Transactions on Knowledge and Data Engineering
Mapping nominal values to numbers for effective visualization
Information Visualization - Special issue of selected and extended InfoVis 03 papers
Semisupervised Learning of Hierarchical Latent Trait Models for Data Visualization
IEEE Transactions on Knowledge and Data Engineering
Visual exploration of genetic likelihood space
Proceedings of the 2006 ACM symposium on Applied computing
iVIBRATE: Interactive visualization-based framework for clustering large datasets
ACM Transactions on Information Systems (TOIS)
The spatial-perceptual design space: a new comprehension for data visualization
Information Visualization
DataMeadow: a visual canvas for analysis of large-scale multivariate data
Information Visualization - Special issue on visual analytics science and technology
Using treemaps for variable selection in spatio-temporal visualisation
Information Visualization
Visual exploration of algorithm parameter space
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
Column-based cluster and bar axis density in parallel coordinates
Proceedings of the 3rd International Symposium on Visual Information Communication
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Mapping nominal values to numbers for effective visualization
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Human-centered visualization environments
Human-centered visualization environments
Combining pixelization and dimensional stacking
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
Hifocon: object and dimensional coherence and correlation in multidimensional visualization
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Visualization in digital libraries
From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments
Selection of the optimal parameter value for the ISOMAP algorithm
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Improvement of data visualization based on ISOMAP
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
ConnectedCharts: Explicit Visualization of Relationships between Data Graphics
Computer Graphics Forum
Time histograms for large, time-dependent data
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
Shape-embedded-histograms for visual data mining
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
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The ability of researchers in the scientific and engineering community to generate or acquire data far outstrips their ability to analyze it. This problem is even more pronounced when the data is of high dimensionality. Visualization has been identified as a critical technique for exploring data sets, but the visualization tools developed to date have mostly concentrated on the display of low (one to four) dimensional data. Ideally a tool for examining N-dimensional data should allow the presentation of the data in a way that can be intuitively interpreted and allow the display of arbitrary views and subsets of the data. The work presented in this paper describes the creation of such a tool using a technique which we term dimensional stacking.