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3. Korea Research Institute for defense Technology？planning and advancement, Future Defense 2030？Technology Strategy - Drone, p. 327, Korea Research？Institute for defense Technology planning and？advancement, 2022, pp. 6-34. 

4. Y. C. Kim, "A Verification of Threshold of the？Aircraft Turbulence Index and Icing Index Using？PIREPs and KWRF on Korean Peninsula," Journal？of the Korean Society for Aviation and Aeronautics,？Vol. 19, No. 3, pp. 54-60, 2011. 

5. S. J. Lee, Y. C. Kim, "A Study on the Occurrence？and Prediction of Aircraft Icing over South Korea,"？Journal of the Korean Meteorological Society, Vol.？41, No. 4, pp. 615-624, 2005. 

6. M. Yamazaki, A. Jemcov, H. Sakaue, "A Review on？the Current Status of Icing Physics and Mitigation？in Aviation," Aerospace, Vol. 8, No. 7, 188, 2021. 

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8. Villeneuve, E, "An experimental Apparatus for Icing？Tests of Low Altitude Hovering Drones," Drones,？Vol. 6, No. 3, 68, 2022. 

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9. J. W. Hur, C. D. Kim, J. S. Jang, "A Study on the？Parameters for Icing Airworthiness Flight Tests of？Surion Military Helicopter," Journal of the Korean？Society for Aeronautical and Space Sciences, Vol.？43, No. 6, pp. 526-532, 2015. 

10. J. H. Han, S. U. Park, S. K. Hong, "Performance？Evaluation of the Continuos Wavelet Transformation？Data in Motor Fault Diagnosis through XAI？Algorithm," The Transactions of the Korean Institute？of Electrical Engineers, Vol. 71, No. 1, pp. 225-232,？2022. 

11. J. B. Kim, C. G. Kang, "Anomaly Detection of a？Screw Air Compressor in a Railway Vehicle？through Feature Extraction of Data," Trans. Korean？Soc. Mech. Eng. A, Vol. 47, No. 6, pp. 489~496,？2023. 

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12. N. A. M. R. Senaviratna, T. M. J. A. Cooray,？"Diagnosing Multicollinearity of Logistic Regression？Model," Asian Journal of Probability and Statistics,？Vol. 5, No. 2, pp. 1-9, 2019. 

13. K. H. Park, J. S. Jin, W. Hyuk, J. S. Kim, K. S.？Han, M. H. Kim, "A Study on the Fault？Dectection of Auto-transmission according to Gear？Damage," Transactions of the Korean Society for？Noise and Vibration Engineering, Vol. 18, No. 1,？pp. 47-56, 2008. 

14. D. P. Kingma, J. Ba, "Adam: A Method for？Stochastic Optimization," ICLR, 2015. 

15. L. Prechelt, "Automatic early stopping using cross？validation: quantifying the criteria," Neural Networks,？Vol. 11, No. 4, pp. 761-767, 1998. 

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16. S. Y. Kim, "A Study on PM10 Forecasting Model？using Machine Learning," Journal of the Korean？Data And Information Science Society, Vol. 34,？No. 5, pp. 763-773, 2023. 

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