3 papers
cs.LG2026
LLM4Delay: Flight Delay Prediction via Cross-Modality Adaptation of Large Language Models and Aircraft Trajectory Representation
Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim Choi
Flight delay prediction has become a key focus in air traffic management (ATM), as delays reflect inefficiencies in the system. This paper proposes LLM4Delay, a large language mode…
cs.RO2024
LiCS: Navigation using Learned-imitation on Cluttered Space
Joshua Julian Damanik, Jae-Won Jung, Chala Adane Deresa +1
In this letter, we propose a robust and fast navigation system in a narrow indoor environment for UGV (Unmanned Ground Vehicle) using 2D LiDAR and odometry. We used behavior clonin…
cs.LG2024
Aircraft Trajectory Segmentation-based Contrastive Coding: A Framework for Self-supervised Trajectory Representation
Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim Choi
Air traffic trajectory recognition has gained significant interest within the air traffic management community, particularly for fundamental tasks such as classification and cluste…