CHI '86 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Technometrics
Cone Trees: animated 3D visualizations of hierarchical information
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Tree visualization with tree-maps: 2-d space-filling approach
ACM Transactions on Graphics (TOG)
A review and taxonomy of distortion-oriented presentation techniques
ACM Transactions on Computer-Human Interaction (TOCHI)
Navigating hierarchically clustered networks through fisheye and full-zoom methods
ACM Transactions on Computer-Human Interaction (TOCHI)
BIRCH: an efficient data clustering method for very large databases
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Multiresolution multidimensional wavelet brushing
Proceedings of the 7th conference on Visualization '96
Hierarchical parallel coordinates for exploration of large datasets
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
FED - A Framework for Iterative Data Selection in Exploratory Visualization
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Reconfigurable Disc Trees for Visualizing Large Hierarchical Information Space
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
High Dimensional Brushing for Interactive Exploration of Multivariate Data
VIS '95 Proceedings of the 6th conference on Visualization '95
Selection: 524,288 ways to say "this is interesting"
INFOVIS '96 Proceedings of the 1996 IEEE Symposium on Information Visualization (INFOVIS '96)
Navigating Hierarchies with Structure-Based Brushes
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
Parallel coordinates: a tool for visualizing multi-dimensional geometry
VIS '90 Proceedings of the 1st conference on Visualization '90
Tree-Maps: a space-filling approach to the visualization of hierarchical information structures
VIS '91 Proceedings of the 2nd conference on Visualization '91
XmdvTool: integrating multiple methods for visualizing multivariate data
VIS '94 Proceedings of the conference on Visualization '94
XmdvTool: visual interactive data exploration and trend discovery of high-dimensional data sets
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Multiscale Visualization Using Data Cubes
IEEE Transactions on Visualization and Computer Graphics
Multiscale Visualization Using Data Cubes "InfoVis 2002 Best Paper"
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
Finding Needles in Large-Scale Multivariate Data Haystacks
IEEE Computer Graphics and Applications
Information Visualization - Special issue of selected and extended InfoVis 03 papers
Measuring Data Abstraction Quality in Multiresolution Visualizations
IEEE Transactions on Visualization and Computer Graphics
XmdvtoolQ:: quality-aware interactive data exploration
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Graph-Based Visual Analytic Tools for Parallel Coordinates
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
An interactive parallel coordinates technique applied to a tropical cyclone climate analysis
Computers & Geosciences
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Exploring OLAP data with parallel dimension views
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
Interaction spaces in data and information visualization
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
Illustrative parallel coordinates
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
An evolutionary computational model applied to cluster analysis of DNA microarray data
Expert Systems with Applications: An International Journal
Hierarchical visual filtering, pragmatic and epistemic actions for database visualization
Proceedings of the 28th Annual ACM Symposium on Applied Computing
| Hi-index | 0.00 |
Interactive selection is a critical component in exploratory visualization, allowing users to isolate subsets of the displayed information for highlighting, deleting, analysis, or focused investigation. Brushing, a popular method for implementing the selection process, has traditionally been performed in either screen space or data space. In this paper, we introduce an alternate, and potentially powerful, mode of selection that we term structure-based brushing, for selection in data sets with natural or imposed structure. Our initial implementation has focused on hierarchically structured data, specifically very large multivariate data sets structured via hierarchical clustering and partitioning algorithms. The structure-based brush allows users to navigate hierarchies by specifying focal extents and level-of-detail on a visual representation of the structure. Proximity-based coloring, which maps similar colors to data that are closely related within the structure, helps convey both structural relationships and anomalies. We describe the design and implementation of our structure-based brushing tool. We also validate its usefulness using two distinct hierarchical visualization techniques, namely hierarchical parallel coordinates and tree-maps. Finally, we discuss relationships between different classes of brushes and identify methods by which structure-based brushing could be extended to alternate data structures.