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Visualization of Fuzzy Rule Classifiers for Flight Duration Forecast
Rehm, Frank and Klawonn, Frank and Kruse, Rudolf (2006) Visualization of Fuzzy Rule Classifiers for Flight Duration Forecast. In: Proceedings of the Symposium on Fuzzy Systems in Computer Science (FSCS 2006). Symposium on Fuzzy Systems in Computer Science 2006, 2006-09-27 - 2006-09-28, Magdeburg, Germany.
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Abstract
The impact of the weather on the flight duration of aircraft has been analysed in various studies. The complex aspects of the weather, which are accordingly reflected in the weather data, demand sophisticated techniques to visualize the analytical results. In this paper we present an approach to visualize fuzzy rules describing high-dimensional data. By means of this method, the rules, as well as the classified data, can be presented on an arbitrary low-dimensional space. We will demonstrate the efficiency of this technique on some benchmark examples and on real weather data set that is used to predict aircraft flight duration on a European hub airport.
| Document Type: | Conference or Workshop Item (Paper) | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Title: | Visualization of Fuzzy Rule Classifiers for Flight Duration Forecast | ||||||||
| Authors: |
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| Date: | 27 September 2006 | ||||||||
| Journal or Publication Title: | Proceedings of the Symposium on Fuzzy Systems in Computer Science (FSCS 2006) | ||||||||
| Refereed publication: | No | ||||||||
| In SCOPUS: | No | ||||||||
| In ISI Web of Science: | No | ||||||||
| Status: | Published | ||||||||
| Keywords: | Fuzzy Rules, Visualization, Air Traffic Management | ||||||||
| Event Title: | Symposium on Fuzzy Systems in Computer Science 2006 | ||||||||
| Event Location: | Magdeburg, Germany | ||||||||
| Event Type: | international Conference | ||||||||
| Event Dates: | 2006-09-27 - 2006-09-28 | ||||||||
| Organizer: | North German Softcomputing Association, Universität Magdeburg | ||||||||
| 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 - Air Traffic and Weather (old) | ||||||||
| Location: | Braunschweig | ||||||||
| Institutes and Institutions: | Institute of Flight Control > Air traffic systems | ||||||||
| Deposited By: | Dr.-Ing. Frank Rehm | ||||||||
| Deposited On: | 02 Nov 2006 | ||||||||
| Last Modified: | 27 Apr 2009 13:07 |
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