Techniques for precision-based visual analysis of projected data

@article{Schreck2010TechniquesFP,
  title={Techniques for precision-based visual analysis of projected data},
  author={Tobias Schreck and Tatiana von Landesberger and Sebastian Bremm},
  journal={Information Visualization},
  year={2010},
  volume={9},
  pages={181-193}
}
The analysis of high-dimensional data is an important, yet inherently difficult problem. Projection techniques such as PCA, MDS, and SOM can be used to map high-dimensional data to 2D display space. However, projections typically incur a loss in information. Often uncertainty exists regarding the precision of the projection as compared with its original data characteristics. While the output quality of these projection techniques can be discussed in terms of algorithmic assessment… CONTINUE READING
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