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Rule Classification Visualization of High-Dimensional Data
Rehm, Frank and Klawonn, Frank and Kruse, Rudolf (2005) Rule Classification Visualization of High-Dimensional Data. In: IPMU 2006. IPMU 2006, 2006-07-02 - 2006-07-07, Paris, Frankreich. (Unpublished)
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Abstract
This paper presents an approach to visualize high-dimensional fuzzy classification rules and the corresponding classified data set in the plane. This enables the observer to check visually to which degree a feature vector is classified by a certain rule. Also misclassified feature vectors can be well spotted and conflicting or error-prone rules can be identified.
| Document Type: | Conference or Workshop Item (UNSPECIFIED) | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Title: | Rule Classification Visualization of High-Dimensional Data | ||||||||
| Authors: |
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| Date: | 2005 | ||||||||
| Journal or Publication Title: | IPMU 2006 | ||||||||
| Refereed publication: | Yes | ||||||||
| In ISI Web of Science: | No | ||||||||
| Status: | Unpublished | ||||||||
| Keywords: | Fuzzy Rules, Visualization, Multi-Dimensional Scaling | ||||||||
| Event Title: | IPMU 2006 | ||||||||
| Event Location: | Paris, Frankreich | ||||||||
| Event Type: | international Conference | ||||||||
| Event Dates: | 2006-07-02 - 2006-07-07 | ||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||
| HGF - Program: | Aeronautics | ||||||||
| HGF - Program Themes: | L SF - Safe and Efficient Air Traffic Guidance | ||||||||
| DLR - Research area: | Aeronautics | ||||||||
| DLR - Program: | L SF - Safe and Efficient Air Traffic Guidance | ||||||||
| DLR - Research theme (Project): | L - Effiziente Flugführung und Flugbetrieb (old) | ||||||||
| Location: | Braunschweig | ||||||||
| Institutes and Institutions: | Institute of Flight Control > Air traffic systems | ||||||||
| Deposited By: | Dr.-Ing. Frank Rehm | ||||||||
| Deposited On: | 03 Aug 2007 | ||||||||
| Last Modified: | 27 Apr 2009 04:45 |
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