CHI '86 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Designing the user interface (videotape)
Designing the user interface (videotape)
Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
The dynamic HomeFinder: evaluating dynamic queries in a real-estate information exploration system
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Human issues in the use of pattern recognition techniques
Neural networks and pattern recognition in human-computer interaction
Visual information seeking: tight coupling of dynamic query filters with starfield displays
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
CHI '94 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Pad++: a zooming graphical interface for exploring alternate interface physics
UIST '94 Proceedings of the 7th annual ACM symposium on User interface software and technology
CHI '95 Conference Companion on Human Factors in Computing Systems
Scatter/gather browsing communicates the topic structure of a very large text collection
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Externalising abstract mathematical models
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Map displays for information retrieval
Journal of the American Society for Information Science
Visualizing large trees using the hyperbolic browser
Conference Companion on Human Factors in Computing Systems
Computational models of information scent-following in a very large browsable text collection
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
CHI '94 Conference Companion on Human Factors in Computing Systems
Random sampling for histogram construction: how much is enough?
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Proceedings of the conference on Visualization '98
Constant density visualizations of non-uniform distributions of data
Proceedings of the 11th annual ACM symposium on User interface software and technology
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Proceedings of the 1999 workshop on new paradigms in information visualization and manipulation in conjunction with the eighth ACM internation conference on Information and knowledge management
Rapid serial visual presentation: a space-time trade-off in information presentation
AVI '00 Proceedings of the working conference on Advanced visual interfaces
Accurate estimation of the number of tuples satisfying a condition
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
VisDB: Database Exploration Using Multidimensional Visualization
IEEE Computer Graphics and Applications
Simple Random Sampling from Relational Databases
VLDB '86 Proceedings of the 12th International Conference on Very Large Data Bases
Case study: Narcissus: visualising information
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Domesticating Bead: adapting an information visualization system to a financial institution
INFOVIS '97 Proceedings of the 1997 IEEE Symposium on Information Visualization (InfoVis '97)
Constant information density in zoomable interfaces
AVI '98 Proceedings of the working conference on Advanced visual interfaces
Visualization for the document space
VIS '92 Proceedings of the 3rd conference on Visualization '92
Advanced visual interfaces: the focus is on the user
The Knowledge Engineering Review
Quantum web fields and molecular meanderings: visualising web visitations
Proceedings of the working conference on Advanced visual interfaces
Finding Needles in Large-Scale Multivariate Data Haystacks
IEEE Computer Graphics and Applications
The sampling lens: making sense of saturated visualisations
CHI '05 Extended Abstracts on Human Factors in Computing Systems
The plot, the clutter, the sampling and its lens: occlusion measures for automatic clutter reduction
Proceedings of the working conference on Advanced visual interfaces
Give chance a chance: modeling density to enhance scatter plot quality through random data sampling
Information Visualization
Measuring Data Abstraction Quality in Multiresolution Visualizations
IEEE Transactions on Visualization and Computer Graphics
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
Constant density displays using diversity sampling
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
The aesthetics of the underworld
Computational Aesthetics'08 Proceedings of the Fourth Eurographics conference on Computational Aesthetics in Graphics, Visualization and Imaging
Facilitating insight into a simulation model using visualization and dynamic model previews
Journal of Visual Languages and Computing
Introduction to information visualisation
PROMISE'12 Proceedings of the 2012 international conference on Information Retrieval Meets Information Visualization
Consistent thinning of large geographical data for map visualization
ACM Transactions on Database Systems (TODS) - Invited papers issue
| Hi-index | 0.00 |
The use of random algorithms in many areas of computer science has enabled the solution of otherwise intractable problems. In this paper we propose that random sampling can make the visualisation of large datasets both more computationally efficient and more perceptually effective. We review the explicit uses of randomness and the related deterministic techniques in the visualisation literature. We then discuss how sampling can augment existing systems. Furthermore, we demonstrate a novel 2D zooming interface - the Astral Telescope Visualiser, a visualisation suggested and enabled by sampling. We conclude by considering some general usability and technical issues raised by sampling-based visualisation.