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Applying Bidirectional Long Short-Term Memories (BLSTM) to Performance Data in Air Traffic Management for System Identification

Reitmann, Stefan and Nachtigall, Karl (2017) Applying Bidirectional Long Short-Term Memories (BLSTM) to Performance Data in Air Traffic Management for System Identification. In: 26th International Conference on Artificial Neural Networks (ICANN 2017). Springer. International Conference on Artificial Neural Networks (ICANN), 11.-15. Sept. 2017, Alghero, Italien. ISBN 978-3-319-68611-0 ISSN 0302-9743

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Item URL in elib:https://elib.dlr.de/112693/
Document Type:Conference or Workshop Item (Poster)
Title:Applying Bidirectional Long Short-Term Memories (BLSTM) to Performance Data in Air Traffic Management for System Identification
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Reitmann, StefanStefan.Reitmann (at) dlr.deUNSPECIFIED
Nachtigall, Karlkarl.nachtigall (at) tu-dresden.deUNSPECIFIED
Date:September 2017
Journal or Publication Title:26th International Conference on Artificial Neural Networks (ICANN 2017)
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
Editors:
EditorsEmail
Lintas, AlessandraUNSPECIFIED
Rovetta, StefanoUNSPECIFIED
Verschure, Paul F.M.JUNSPECIFIED
Villa, Alessandro E.P.UNSPECIFIED
Publisher:Springer
Series Name:Lecture Notes in Computer Science
ISSN:0302-9743
ISBN:978-3-319-68611-0
Status:Published
Keywords:Key Performance Indicator; Neural Networks; LSTM; RNN; Time Series Analysis
Event Title:International Conference on Artificial Neural Networks (ICANN)
Event Location:Alghero, Italien
Event Type:international Conference
Event Dates:11.-15. Sept. 2017
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:air traffic management and operations
DLR - Research area:Aeronautics
DLR - Program:L AO - Air Traffic Management and Operation
DLR - Research theme (Project):L - Air Traffic Concepts and Operation
Location: Braunschweig
Institutes and Institutions:Institute of Flight Control > Air traffic systems
Deposited By: Reitmann, Stefan
Deposited On:28 Jun 2017 14:59
Last Modified:06 Mar 2019 11:27

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