Visualizing Fuzzy Points in Parallel Coordinates

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2003
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Hall, Lawrence O.
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IEEE Transactions on Fuzzy Systems. 2003, 11(3), pp. 369-374. Available under: doi: 10.1109/TFUZZ.2003.812696
Zusammenfassung

Exploratory data analysis heavily relies on methods to visualize data and models in a user friendly and interpretable manner. We show how models consisting of a collection of fuzzy points can be visualized in parallel coordinates. In contrast to existing techniques that display only lines representing centroids or shaded areas showing the general variance of cluster centers, the proposed technique shows the spread of the fuzzy membership in each dimension in detail. This allows for a better interpretation of overlap in fuzzy rules.

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004 Informatik
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Fuzzy rules, parallel coordinates, visualization
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ISO 690BERTHOLD, Michael R., Lawrence O. HALL, 2003. Visualizing Fuzzy Points in Parallel Coordinates. In: IEEE Transactions on Fuzzy Systems. 2003, 11(3), pp. 369-374. Available under: doi: 10.1109/TFUZZ.2003.812696
BibTex
@article{Berthold2003Visua-5602,
  year={2003},
  doi={10.1109/TFUZZ.2003.812696},
  title={Visualizing Fuzzy Points in Parallel Coordinates},
  number={3},
  volume={11},
  journal={IEEE Transactions on Fuzzy Systems},
  pages={369--374},
  author={Berthold, Michael R. and Hall, Lawrence O.}
}
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