Technometrics
Exploring N-dimensional databases
VIS '90 Proceedings of the 1st conference on Visualization '90
Parallel coordinates: a tool for visualizing multi-dimensional geometry
VIS '90 Proceedings of the 1st conference on Visualization '90
XmdvTool: integrating multiple methods for visualizing multivariate data
VIS '94 Proceedings of the conference on Visualization '94
Multiresolution multidimensional wavelet brushing
Proceedings of the 7th conference on Visualization '96
Multivariate visualization using metric scaling
VIS '97 Proceedings of the 8th conference on Visualization '97
DNA visual and analytic data mining
VIS '97 Proceedings of the 8th conference on Visualization '97
Feature detection in linked derived spaces
Proceedings of the conference on Visualization '98
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
VizCraft (case study): a multimensional visualization tool for aircraft configuration design
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Interactive exploration of very large relational datasets through 3D dynamic projections
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
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
n23tool: a tool for exploring large relational datasets through 3D dynamic projections
Proceedings of the ninth international conference on Information and knowledge management
VizCraft: a problem-solving environment for aircraft configuration design
Computing in Science and Engineering
The Information Mural: A Technique for Displaying and Navigating Large Information Spaces
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
Using MineSet for Knowledge Discovery
IEEE Computer Graphics and Applications
Research Report: Volume Rendering for Relational Data
INFOVIS '97 Proceedings of the 1997 IEEE Symposium on Information Visualization (InfoVis '97)
Navigating Hierarchies with Structure-Based Brushes
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
Angular Brushing of Extended Parallel Coordinates
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
TreeJuxtaposer: scalable tree comparison using Focus+Context with guaranteed visibility
ACM SIGGRAPH 2003 Papers
Visual Exploration of Large Relational Data Sets through 3D Projections and Footprint Splatting
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Interactive data summarization: an example application
Proceedings of the working conference on Advanced visual interfaces
Dynamic query tools for time series data sets: timebox widgets for interactive exploration
Information Visualization
Information Visualization - Special issue of selected and extended InfoVis 03 papers
Pruning and Visualizing Generalized Association Rules in Parallel Coordinates
IEEE Transactions on Knowledge and Data Engineering
Measuring Data Abstraction Quality in Multiresolution Visualizations
IEEE Transactions on Visualization and Computer Graphics
Discussion: Interacting with parallel coordinates
Interacting with Computers
Nugget discovery in visual exploration environments by query consolidation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Generalized selection via interactive query relaxation
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The spatial-perceptual design space: a new comprehension for data visualization
Information Visualization
Design considerations for collaborative visual analytics
Information Visualization - Special issue on visual analytics science and technology
Visual Exploration of Frequent Itemsets and Association Rules
Visual Data Mining
Perceptual interpretation of ink annotations on line charts
Proceedings of the 22nd annual ACM symposium on User interface software and technology
Visual exploration of algorithm parameter space
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Multiscale scatterplot matrix for visual and interactive exploration of metabonomic data
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
A framework for exploring high-dimensional geometry
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Visualization tree, multiple linked analytical decisions
SG'05 Proceedings of the 5th international conference on Smart Graphics
Dual analysis of DNA microarrays
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies
Interactive methods for exploring particle simulation data
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Interaction spaces in data and information visualization
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
Supporting exploratory analysis with the select & slice table
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Graphdice: a system for exploring multivariate social networks
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
Interactive visual analysis of temporal cluster structures
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Integrating cluster formation and cluster evaluation in interactive visual analysis
Proceedings of the 27th Spring Conference on Computer Graphics
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Brushing is an operation found in many data visualization systems. It is a mechanism for interactively selecting subsets of the data so that they may be highlighted, deleted, or masked. Traditionally, brushes have been defined in screen space via methods such as painting and rubberband rectangles. In this paper we describe the design of N-dimensional brushes which are defined in data space rather than screen space, and show how they have been integrated into XmdvTool, a visualization package for displaying multivariate data. Depending on the data display technique in use, brushes may be specified and manipulated via direct or indirect methods, and the specification may be demand-driven or data-driven. Various brush operations such as highlighting, linking, masking, moving average, and quantitative display have been developed to apply to the selected data. In addition, we have explored several new brush concepts, such as non-discrete brush boundaries, simultaneous display of multiple brushes, and creating composite brushes via logical operators. Preliminary experimental evaluation with test subjects supports the usefulness of N-dimensional brushes in data exploration tasks.