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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:
AuthorsInstitution or Email of Authors
Rehm, FrankUNSPECIFIED
Klawonn, FrankUniversity of Applied Sciences Braunschweig/Wolfenbuettel
Kruse, RudolfOtto-von-Guericke-University of Magdeburg
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 (old)
HGF - Program:Aeronautics
HGF - Program Themes:L SF - Safe and Efficient Air Traffic Guidance (old)
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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