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Modern Data Visualization for Air Traffic Management

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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Abstract

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.

Item URL in elib:https://elib.dlr.de/48733/
Document Type:Conference or Workshop Item (Speech)
Title:Modern Data Visualization for Air Traffic Management
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Rehm, FrankUNSPECIFIEDUNSPECIFIED
Klawonn, FrankUniversity of Applied Sciences Braunschweig/WolfenbüttelUNSPECIFIED
Kruse, RudolfUniversity of MagdeburgUNSPECIFIED
Date:June 2007
Journal or Publication Title:2007 NAFIPS, IEEE
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:Yes
Publisher:IEEE
Status:Published
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 (old)
DLR - Research area:Aeronautics
DLR - Program:L AO - Air Traffic Management and Operation
DLR - Research theme (Project):L - Effiziente Flugführung und Flugbetrieb (old)
Location: Braunschweig
Institutes and Institutions:Institute of Flight Control > Air traffic systems
Deposited By: Rehm, Dr.-Ing. Frank
Deposited On:19 Nov 2007
Last Modified:09 Feb 2017 19:17

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