The grand tour: a tool for viewing multidimensional data
SIAM Journal on Scientific and Statistical Computing
Algorithms for clustering data
Algorithms for clustering data
Self-organization and associative memory: 3rd edition
Self-organization and associative memory: 3rd edition
Global optimization
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)
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
Treemaps: visualizing hierarchical and categorical data
Treemaps: visualizing hierarchical and categorical data
Visualizing Data
Pattern Recognition and Neural Networks
Pattern Recognition and Neural Networks
Modern Information Retrieval
VisDB: Database Exploration Using Multidimensional Visualization
IEEE Computer Graphics and Applications
Recursive Pattern: A Technique for Visualizing Very Large Amounts of Data
VIS '95 Proceedings of the 6th conference on Visualization '95
Visualization for functional design
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Research report: information animation applications in the capital markets
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
Parallel coordinates: a tool for visualizing multi-dimensional geometry
VIS '90 Proceedings of the 1st conference on Visualization '90
VIS '91 Proceedings of the 2nd conference on Visualization '91
Navigating large networks with hierarchies
VIS '93 Proceedings of the 4th conference on Visualization '93
Semiology of graphics
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The science of data visualization requires both a theory of perception and of computer graphics. This article explores the convergence sciences of perception and techniques of visualization. Bertin's Image Theory of visualization research offers a promising technology for transforming an indigestible mass of numbers into a medium which human beings can understand, interpret, and explore.Visualization techniques are of increasing importance in exploring and analyzing large amounts of multidimensional information. In the article we try to set some classes of visualization techniques. We describe some of the most popular multidimensional data research methods, and present some examples.Visualization is applied in education of old. It must make connections between knowledge the learner has and the knowledge being taught. Therefore in order to design effective visualizations it is necessary to know (or at least have a theory about) what the learner knows. This is especially important in the context of education.