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Policy compression for aircraft collision avoidance systems
Julian, Kyle D., Lopez, Jessica, Brush, Jeffrey S., Owen, Michael P., Kochenderfer, Mykel J.
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2016)
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2016)
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Conference Proceeding
A deep learning approach to flight delay prediction
Young Jin Kim, Sun Choi, Briceno, Simon, Mavris, Dimitri
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2016)
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2016)
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Conference Proceeding
Prediction of weather-induced airline delays based on machine learning algorithms
Sun Choi, Young Jin Kim, Briceno, Simon, Mavris, Dimitri
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2016)
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2016)
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Conference Proceeding
Detection, localization, and tracking of unauthorized UAS and Jammers
Guvenc, Ismail, Ozdemir, Ozgur, Yapici, Yavuz, Mehrpouyan, Hani, Matolak, David
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2017)
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2017)
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Conference Proceeding
An introduction to ACAS Xu and the challenges ahead
Manfredi, Guido, Jestin, Yannick
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2016)
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2016)
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Conference Proceeding
A Comparative Analysis of the European U-Space Framework and the US-American UAS Traffic Management (UTM) System
Lieb, Teemu Joonas, Sievers, Tim Felix
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Safe and Reliable Training of Learning-Based Aerospace Controllers
Mandal, Udayan, Amir, Guy, Wu, Haoze, Daukantas, Ieva, Newell, Fletcher Lee, Ravaioli, Umberto, Meng, Baoluo, Durling, Michael, Hobbs, Kerianne, Ganai, Milan, Shim, Tobey, Katz, Guy, Barrett, Clark
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
OpenSky Report 2024: Analysis of Global Flight Contrail Formation and Mitigation Potential
Sun, Junzi, Olive, Xavier, Roosenbrand, Esther, Parzani, Celine, Strohmeier, Martin
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Towards an Aviation Large Language Model by Fine-tuning and Evaluating Transformers
Nielsen, David, Clarke, Stephen S. B., Kalyanam, Krishna M.
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Empowering Human-AI Collaboration in Air Traffic Control through Smart Interaction Design
Tyburzy, Lukas, Jameel, Mohsan, Hunger, Robert, Bohm, Julian
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Evaluating Post-Quantum Key Exchange Mechanisms for UAV Communication Security
Aissaoui, Ridwane, Deneuville, Jean-Christophe, Guerber, Christophe, Pirovano, Alain
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Evaluation of the Impact on Air Traffic Controllers of Air-Ground Datalink Technologies (LDACS and Current CPDLC) in Flight Centric ATC
Martins, Ana P. G., Kluenker, Carmo S., Edinger, Christiane, Tittel, Sebastian, Weber, Mara
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Towards an Operational Design Domain for Safe Human-AI Teaming in the Field of AI-Based Air Traffic Controller Operations
Stefani, Thomas, Jameel, Mohsan, Gerdes, Ingrid, Hunger, Robert, Bruder, Carmen, Hoemann, Elena, Christensen, Johann Maximilian, Girija, Akshay Anilkumar, Koster, Frank, Kruger, Thomas, Hallerbach, Sven
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Towards the Monitoring of Operational Design Domains Using Temporal Scene Analysis in the Realm of Artificial Intelligence in Aviation
Girija, Akshay Anilkumar, Christensen, Johann Maximilian, Stefani, Thomas, Hoemann, Elena, Durak, Umut, Koster, Frank, Hallerbach, Sven, Kruger, Thomas
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Towards Certifiable AI in Aviation: A Framework for Neural Network Assurance Using Advanced Visualization and Safety Nets
Christensen, Johann Maximilian, Zaeske, Wanja, Beck, Janick, Friedrich, Sven, Stefani, Thomas, Girija, Akshay Anilkumar, Hoemann, Elena, Durak, Umut, Koster, Frank, Kruger, Thomas, Hallerbach, Sven
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
ACAS Xu: Integrated Collision Avoidance and Detect and Avoid Capability for UAS
Owen, Michael P., Panken, Adam, Moss, Robert, Alvarez, Luis, Leeper, Charles
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2019)
Published in IEEE/AIAA Digital Avionics Systems Conference (01.09.2019)
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Conference Proceeding
Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing
Elboher, Yizhak, Elsaleh, Raya, Isac, Omri, Ducoffe, Melanie, Galametz, Audrey, Poveda, Guillaume, Boumazouza, Ryma, Cohen, Noemie, Katz, Guy
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
A New Intrinsic Complexity Metric for Air Traffic De-Conflicting
Zombre, Patrice, Delahaye, Daniel, Tapamo, Jules-Raymond, Olanweraju, Oludolapo A., Mora-Camino, Felix
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding
Training the Powered-Lift Evaluation Pilot
Haworth, Loran, Feary, Michael, Kaneshige, John, Shish, Kimberlee, Lombaerts, Thomas, Monk, Kevin, Villa, Amber, Steglinski, Mieczyslaw, Iwai, Nelson, Archdeacon, John
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
Published in IEEE/AIAA Digital Avionics Systems Conference (29.09.2024)
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Conference Proceeding