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Zhimin Li

Hong Kong Polytechnic University

11 Yuk Choi Rd

Hung Hom

Hong Kong

  • Hong Kong Polytechnic University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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Predicting Detection Failures in Air Traffic Control: Leveraging Fixation-state Transitions and LLM-driven Probabilistic Threshold Tuning

Downloads 52 (1,074,648)

Predicting Detection Failures in Air Traffic Control: Leveraging Fixation-state Transitions and LLM-driven Probabilistic Threshold Tuning

Number of pages: 29 Posted: 19 Nov 2025
Zhimin Li, Mengtao Lyu, Hongliang Qiao, Yang Tiance, Chun-Hsien Chen and Fan Li
Hong Kong Polytechnic University, Georgia Institute of Technology, Hong Kong Polytechnic University, Hong Kong Polytechnic University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore and Hong Kong Polytechnic University
Downloads 29 (1,385,838)

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Detection failure, visual attention, Class imbalance, Large Language Model, probabilistic threshold adjustment

Predicting Detection Failures in Air Traffic Control: Leveraging Fixation-state Transitions and LLM-driven Probabilistic Threshold Tuning

Number of pages: 29 Posted: 19 Nov 2025
Zhimin Li, Mengtao Lyu, Hongliang Qiao, Yang Tiance, Chun-Hsien Chen and Fan Li
Hong Kong Polytechnic University, Georgia Institute of Technology, Hong Kong Polytechnic University, Hong Kong Polytechnic University, School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore and Hong Kong Polytechnic University
Downloads 23 (1,486,852)

Abstract:

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Detection failure, visual attention, Class imbalance, Large Language Model, probabilistic threshold adjustment