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Airport Terminal Passenger Queue Forecasting for Departure Gates and Security Checkpoints
Juhwan Lee, Seokbin Yoon, Keumjin Lee +2
Accurate passenger queue forecasting in airport terminals is essential for efficient departure operations, as it enables proactive congestion management. However, time-varying pass…
Multi-Agent Inverted Transformer for Flight Trajectory Prediction
Seokbin Yoon, Keumjin Lee
Flight trajectory prediction for multiple aircraft is essential and provides critical insights into how aircraft navigate within current air traffic flows. However, predicting mult…
Aircraft Trajectory Dataset Augmentation in Latent Space
Seokbin Yoon, Keumjin Lee
Aircraft trajectory modeling plays a crucial role in air traffic management (ATM) and is important for various downstream tasks, including conflict detection and landing time predi…
Learning to Explain Air Traffic Situation
Hong-ah Chai, Seokbin Yoon, Keumjin Lee
Understanding how air traffic controllers construct a mental 'picture' of complex air traffic situations is crucial but remains a challenge due to the inherently intricate, high-di…