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Rule Visualization based on Multi-Dimensional Scaling

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2006

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http://nbn-resolving.de/urn:nbn:de:bsz:352-243073
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https://doi.org/10.1109/FUZZY.2006.1681696
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2006 IEEE International Conference on Fuzzy Systems. IEEE, 2006, pp. 66-71. ISBN 0-7803-9488-7. Available under: doi: 10.1109/FUZZY.2006.1681696

Zusammenfassung

This paper presents an approach to visualizing and exploring high-dimensional rules in two-dimensional views. The proposed method uses multi-dimensional scaling to place the rule centers and subsequently extends the rules' regions to depict their overlap. This results not only in a visualization of the rules' distribution but also enables the relationship to their immediate neighbors to be judged. The proposed technique is illustrated and discussed on a number of well-known benchmark data sets.

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2006 IEEE International Conference on Fuzzy Systems, Vancouver, BC, Canada
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ISO 690GABRIEL, Thomas R., Kilian THIEL, Michael R. BERTHOLD, 2006. Rule Visualization based on Multi-Dimensional Scaling. 2006 IEEE International Conference on Fuzzy Systems. Vancouver, BC, Canada. In: 2006 IEEE International Conference on Fuzzy Systems. IEEE, 2006, pp. 66-71. ISBN 0-7803-9488-7. Available under: doi: 10.1109/FUZZY.2006.1681696
BibTex
@inproceedings{Gabriel2006Visua-24307,
  year={2006},
  doi={10.1109/FUZZY.2006.1681696},
  title={Rule Visualization based on Multi-Dimensional Scaling},
  isbn={0-7803-9488-7},
  publisher={IEEE},
  booktitle={2006 IEEE International Conference on Fuzzy Systems},
  pages={66--71},
  author={Gabriel, Thomas R. and Thiel, Kilian and Berthold, Michael R.}
}
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