The grand tour: a tool for viewing multidimensional data
SIAM Journal on Scientific and Statistical Computing
The visual display of quantitative information
The visual display of quantitative information
Envisioning information
Visualizing n-dimensional virtual worlds with n-vision
I3D '90 Proceedings of the 1990 symposium on Interactive 3D graphics
Tree visualization with tree-maps: 2-d space-filling approach
ACM Transactions on Graphics (TOG)
Dynamic queries for information exploration: an implementation and evaluation
CHI '92 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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
UIST '94 Proceedings of the 7th annual ACM symposium on User interface software and technology
IVEE: an environment for automatic creation of dynamic queries applications
CHI '95 Conference Companion on Human Factors in Computing Systems
Visualizing Data
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IEEE Computer Graphics and Applications
VisDB: Database Exploration Using Multidimensional Visualization
IEEE Computer Graphics and Applications
A Visualization-Based Model for a Scientific Database System
Focus on Scientific Visualization
IVEE: an Information Visualization and Exploration Environment
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Exploring N-dimensional databases
VIS '90 Proceedings of the 1st conference on Visualization '90
Shape coding of multidimensional data on a microcomputer display
VIS '90 Proceedings of the 1st conference on Visualization '90
Visualizing a scalar field on an N-dimensional lattice
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
Interactive data exploration with a supercomputer
VIS '91 Proceedings of the 2nd conference on Visualization '91
Pixel-oriented database visualizations
ACM SIGMOD Record
Proceedings of the conference on Visualization '98
Visual classification: an interactive approach to decision tree construction
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Hierarchical parallel coordinates for exploration of large datasets
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Architectural support for database visualization
Proceedings of the 1998 workshop on New paradigms in information visualization and manipulation
The Information Mural: A Technique for Displaying and Navigating Large Information Spaces
IEEE Transactions on Visualization and Computer Graphics
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
Visualization Techniques for Mining Large Databases: A Comparison
IEEE Transactions on Knowledge and Data Engineering
Immersed Visual Data Mining: Walking the Walk
BNCOD 18 Proceedings of the 18th British National Conference on Databases: Advances in Databases
Similarity Clustering of Dimensions for an Enhanced Visualization of Multidimensional Data
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Case studies: Public domain, single mining tasks systems: VisDB
Handbook of data mining and knowledge discovery
Data visualization: ideas, methods, and problems
Informatics in education
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
Proceedings of the 2003 ACM symposium on Applied computing
CircleView: a new approach for visualizing time-related multidimensional data sets
Proceedings of the working conference on Advanced visual interfaces
Semisupervised Learning of Hierarchical Latent Trait Models for Data Visualization
IEEE Transactions on Knowledge and Data Engineering
Task-at-hand interface for change detection in stock market data
Proceedings of the working conference on Advanced visual interfaces
Interactive Exploration of Data Traffic with Hierarchical Network Maps
IEEE Transactions on Visualization and Computer Graphics
IEEE Transactions on Visualization and Computer Graphics
Visual Analytics: Definition, Process, and Challenges
Information Visualization
Extension de DataTube pour la fouille visuelle de données temporelles
Proceedings of the 20th International Conference of the Association Francophone d'Interaction Homme-Machine
Study on Rough set-based Clustering Result Presentation Method for High Dimensional Data Space
Proceedings of the 2006 conference on Leading the Web in Concurrent Engineering: Next Generation Concurrent Engineering
From Random to Hierarchical Data through an Irregular Pyramidal Structure
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Information visualization in markets - the Stock Diamond
HCI '08 Proceedings of the Third IASTED International Conference on Human Computer Interaction
High dimensional visual data classification
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Mapping the users'problem solving strategies in the participatory design of visual analytics methods
USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
Information Visualization - Special issue on selected papers from visualization and data analysis 2010
International Journal of Bio-Inspired Computation
Real-time visual analytics for event data streams
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Mail explorer - spatial and temporal exploration of electronic mail
EUROVIS'05 Proceedings of the Seventh Joint Eurographics / IEEE VGTC conference on Visualization
Relevance driven visualization of financial performance measures
EUROVIS'07 Proceedings of the 9th Joint Eurographics / IEEE VGTC conference on Visualization
Multi-resolution techniques for visual exploration of large time-series data
EUROVIS'07 Proceedings of the 9th Joint Eurographics / IEEE VGTC conference on Visualization
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
Volume visualization and visual queries for large high-dimensional datasets
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
A spectral visualization system for analyzing financial time series data
EUROVIS'06 Proceedings of the Eighth Joint Eurographics / IEEE VGTC conference on Visualization
Towards closing the analysis gap: visual generation of decision supporting schemes from raw data
EuroVis'08 Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization
Evaluation of alternative glyph designs for time series data in a small multiple setting
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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An important goal of visualization technology is to support the exploration and analysis of very large amounts of data. In this paper, we propose a new visualization technique called `recursive pattern' which has been developed for visualizing large amounts of multidimensional data. The technique is based on a generic recursive scheme which generalizes a wide range of pixel-oriented arrangements for displaying large data sets. By instantiating the technique with adequate data- and application-dependent parameters, the user may largely influence the structure of the resulting visualizations. Since the technique uses one pixel for presenting each data value, the amount of data which can be displayed is only limited by the resolution of current display technology and by the limitations of human perceptibility. Beside describing the basic idea of the `recursive pattern' technique, we provide several examples of useful parameter settings for the various recursion levels. We further show that our `recursive pattern ' technique is particularly advantageous for the large class of data sets which have a natural order according to one dimension (e.g. time series data). We demonstrate the usefulness of our technique by using a stock market application.