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- Q1070295 subject Q8817192.
- Q1070295 abstract "Chernoff faces, invented by Herman Chernoff, display multivariate data in the shape of a human face. The individual parts, such as eyes, ears, mouth and nose represent values of the variables by their shape, size, placement and orientation. The idea behind using faces is that humans easily recognize faces and notice small changes without difficulty. Chernoff faces handle each variable differently. Because the features of the faces vary in perceived importance, the way in which variables are mapped to the features should be carefully chosen (e.g. eye size and eyebrow-slant have been found to carry significant weight).Chernoff faces themselves can be plotted on a standard X-Y graph; the faces can be positioned X-Y based on the two most important variables, and then the faces themselves represent the rest of the dimensions for each item. Edward Tufte, presenting such a diagram, says this kind of Chernoff face graph would "reduce well, maintaining legibility even with individual areas of .05 square inches as shown...with cartoon faces and even numbers becoming data measures, we would appear to have reached the limit of graphical economy of presentation, imagination, and let it be admitted, eccentricity."".
- Q1070295 thumbnail Chernoff_faces_for_evaluations_of_US_judges.svg?width=300.
- Q1070295 wikiPageExternalLink CRPITV24Lee.pdf.
- Q1070295 wikiPageExternalLink chernoff_faces_1.shtml.
- Q1070295 wikiPageExternalLink faces.html.
- Q1070295 wikiPageExternalLink summary?doi=10.1.1.22.9200.
- Q1070295 wikiPageExternalLink 1975-everitt.pdf.
- Q1070295 wikiPageExternalLink 1980-turner.pdf.
- Q1070295 wikiPageExternalLink 1981-flury.pdf.
- Q1070295 wikiPageExternalLink 1981-huff.pdf.
- Q1070295 wikiPageExternalLink 1981-kleiner.pdf.
- Q1070295 wikiPageExternalLink ChernoffFaces.html.
- Q1070295 wikiPageExternalLink how-to-visualize-data-with-cartoonish-faces.
- Q1070295 wikiPageExternalLink pap5000.pdf.
- Q1070295 wikiPageExternalLink dataviz-in-python-chernoff-faces-with-matplotlib.
- Q1070295 wikiPageExternalLink Chernoff%20Faces.htm.
- Q1070295 wikiPageExternalLink chernoff.
- Q1070295 wikiPageExternalLink func.php?rd_id=aplpack:faces.
- Q1070295 wikiPageExternalLink chernoff.pdf.
- Q1070295 wikiPageExternalLink 218.pdf.
- Q1070295 wikiPageExternalLink glyphplot.html.
- Q1070295 wikiPageExternalLink statistics.
- Q1070295 wikiPageExternalLink www.novospark.com.
- Q1070295 wikiPageExternalLink 01prof.html.
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- Q1070295 wikiPageExternalLink p195-26.pdf.
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- Q1070295 wikiPageWikiLink Q8817192.
- Q1070295 wikiPageWikiLink Q9684.
- Q1070295 comment "Chernoff faces, invented by Herman Chernoff, display multivariate data in the shape of a human face. The individual parts, such as eyes, ears, mouth and nose represent values of the variables by their shape, size, placement and orientation. The idea behind using faces is that humans easily recognize faces and notice small changes without difficulty. Chernoff faces handle each variable differently.".
- Q1070295 label "Chernoff face".
- Q1070295 depiction Chernoff_faces_for_evaluations_of_US_judges.svg.