Automating the design of graphical presentations of relational information
ACM Transactions on Graphics (TOG)
A Flexible Approach for Visual Data Mining
IEEE Transactions on Visualization and Computer Graphics
A Knowledge-Based System for Visualization Design
IEEE Computer Graphics and Applications
Visual hierarchical dimension reduction for exploration of high dimensional datasets
VISSYM '03 Proceedings of the symposium on Data visualisation 2003
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
Visage: a user interface environment for exploring information
INFOVIS '96 Proceedings of the 1996 IEEE Symposium on Information Visualization (INFOVIS '96)
INFOVIS '00 Proceedings of the IEEE Symposium on Information Vizualization 2000
Building a Visual Database for Example-based Graphics Generation
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
Multidimensional support vector machines for visualization of gene expression data
Proceedings of the 2004 ACM symposium on Applied computing
Design choices when architecting visualizations
Information Visualization - Special issue of selected and extended InfoVis 03 papers
BEST PAPER: A Knowledge Task-Based Framework for Design and Evaluation of Information Visualizations
INFOVIS '04 Proceedings of the IEEE Symposium on Information Visualization
VISSYM'04 Proceedings of the Sixth Joint Eurographics - IEEE TCVG conference on Visualization
Interactive Visual Analysis of Perfusion Data
IEEE Transactions on Visualization and Computer Graphics
Visual Methods for Analyzing Time-Oriented Data
IEEE Transactions on Visualization and Computer Graphics
Visual Verification of Hypotheses
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments
Brushing moments in interactive visual analysis
EuroVis'10 Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization
iPCA: an interactive system for PCA-based visual analytics
EuroVis'09 Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization
Visualizing large-scale human collaboration in Wikipedia
Future Generation Computer Systems
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This paper describes the integration of the Principal Component Analysis into the Visualization Process. Although, the combination of Principal Component Analysis (PCA) and visual methods is a common approach to the analysis of high-dimensional datasets, it is mostly limited to a pure preprocessing step for dimension reduction. In this paper we will discuss, how PCA results can be used to control all steps of the visualization pipeline to generate more effective visual representations, and thus, a higher degree of understanding of the PCA values as well as of original data.