Selecting Coherent and Relevant Plots in Large Scatterplot Matrices

Comput. Graph. Forum, pp. 1895-1908, 2012.

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Abstract:

The scatterplot matrix (SPLOM) is a well-established technique to visually explore high-dimensional data sets. It is characterized by the number of scatterplots (plots) of which it consists of. Unfortunately, this number quadratically grows with the number of the data set’s dimensions. Thus, an SPLOM scales very poorly. Consequently, the ...More

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