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Visualization of Fuzzy Classifiers
| Type of publication: | Article |
| Citation: | Rehm_etal_2007_FuzzyClassifiers |
| Journal: | International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (IJUFKS) |
| Volume: | 15 |
| Number: | 5 |
| Year: | 2007 |
| Month: | October |
| Pages: | 615--624 |
| DOI: | 10.1142/s021848850700490x |
| Abstract: | This paper presents different techniques to visualize high-dimensional fuzzy rule bases in relation to the classified data. The degree of membership to influential rules can be visualized for an entire data set. This enables the observer to detect conflicting or error-prone rules as well as misclassified feature vectors. Results are shown on a benchmark data set and on a weather data set that is used to predict flight durations on a major European airport. |
| Keywords: | Air Traffic Management, Fuzzy classifiers, Fuzzy Rules, multidimensional scaling , Visualization |
| Authors | |
| Added by: | [ADM] |
| Total mark: | 0 |
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