Toolglass and magic lenses: the see-through interface
SIGGRAPH '93 Proceedings of the 20th annual conference on Computer graphics and interactive techniques
Constant density visualizations of non-uniform distributions of data
Proceedings of the 11th annual ACM symposium on User interface software and technology
Interactive Information Visualization of a Million Items
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
Pixel bar charts: a visualization technique for very large multi-attribute data sets
Information Visualization
Mobile Liquid 2D Scatter Space (ML2DSS)
IV '04 Proceedings of the Information Visualisation, Eighth International Conference
By Chance is not Enough: Preserving Relative Density through non Uniform Sampling
IV '04 Proceedings of the Information Visualisation, Eighth International Conference
Uncovering Clusters in Crowded Parallel Coordinates Visualizations
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
by chance enhancing interaction with large data sets through statistical sampling
Proceedings of the Working Conference on Advanced Visual Interfaces
Intelligently resolving point occlusion
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
The plot, the clutter, the sampling and its lens: occlusion measures for automatic clutter reduction
Proceedings of the working conference on Advanced visual interfaces
An explorative analysis of user evaluation studies in information visualisation
Proceedings of the 2006 AVI workshop on BEyond time and errors: novel evaluation methods for information visualization
Enabling Automatic Clutter Reduction in Parallel Coordinate Plots
IEEE Transactions on Visualization and Computer Graphics
A Taxonomy of Clutter Reduction for Information Visualisation
IEEE Transactions on Visualization and Computer Graphics
3D Mesh Exploration for Smart Visual Interfaces
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Conceptualizing Visual Uncertainty in Parallel Coordinates
Computer Graphics Forum
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Hi-index | 0.00 |
Information visualisation systems frequently have to deal with large amounts of data and this often leads to saturated areas in the display with considerable overplotting. This paper introduces the Sampling Lens, a novel tool that utilises random sampling to reduce the clutter within a moveable region, thus allowing the user to uncover any potentially interesting patterns and trends in the data while still being able to view the sample in context. We demonstrate the versatility of the tool by adding sampling lenses to scatter and parallel co-ordinate visualisations. We also consider some implementation issues and present initial user evaluation results.