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Review Open access 2026

LiDAR-IMU Sensor Fusion for Real-Time Adaptive Vibration Suppression in Autonomous Passenger Boarding Bridges: Full-Scale Field Validation

Passenger boarding bridges are increasingly adopting autonomous docking to improve airport operational efficiency; however, contact-induced structural vibrations, whose modal characteristics vary with aircraft class, cabin height, and docking speed, continue to limit safety and docking accuracy. Conventional input-shap...

Ihnsik Weon, Juhan Yoo · 0 citations
Open access Sep 2026

Attention Integration Strategies in MLP-Based Stock Movement Prediction: Effects on Performance, Stability, and Interpretability

Stock movement prediction remains challenging because financial data are non-stationary and noisy. While attention mechanisms are widely used to enhance neural networks, how different attention integration strategies affect performance and training stability has not been systematically examined. We present a multi-seed...

Yoojeong Song, W. Cho, S. Han et al. · 0 citations

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