Rehm, Frank and Klawonn, Frank and Kruse, Rudolf (2007) Modern Data Visualization for Air Traffic Management. In: 2007 NAFIPS, IEEE. IEEE. NAFIPS 2007, 2007-06-24 - 2007-06-27, San Diego, USA.
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Air traffic at airports is affected by various factors. The capacity of an airport and the demand at a certain point in time are serious parameters that account for a big extent to aircraft delay and related variables. It has been proven that weather is another important impact in this regard. Although weather cannot be controlled, the knowledge of how weather affects the air traffic at an airport can be very helpful to optimize air traffic management. Data mining promises to gain that knowledge. Usually, the very first step in data mining is data visualization. In this paper we discuss two new visualization techniques that allow to visualize aviation data and weather data in order to contribute to the optimization process. These modern multi-dimensional scaling techniques provide mappings of high-dimensional data to low-dimensional feature spaces. We will show some results on a practical application of a major European airport.
|Document Type:||Conference or Workshop Item (Speech)|
|Title:||Modern Data Visualization for Air Traffic Management|
|Journal or Publication Title:||2007 NAFIPS, IEEE|
|In ISI Web of Science:||Yes|
|Keywords:||Visualization, Air Traffic Management|
|Event Title:||NAFIPS 2007|
|Event Location:||San Diego, USA|
|Event Type:||international Conference|
|Event Dates:||2007-06-24 - 2007-06-27|
|Organizer:||North American Fuzzy Information Processing Society (NAFIPS)|
|HGF - Research field:||Aeronautics, Space and Transport|
|HGF - Program:||Aeronautics|
|HGF - Program Themes:||ATM and Operation|
|DLR - Research area:||Aeronautics|
|DLR - Program:||L AO - Air Traffic Management and Operation|
|DLR - Research theme (Project):||L - Effiziente Flugführung und Flugbetrieb (old)|
|Institutes and Institutions:||Institute of Flight Control > Air traffic systems|
|Deposited By:||Dr.-Ing. Frank Rehm|
|Deposited On:||19 Nov 2007|
|Last Modified:||18 Feb 2014 16:04|
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