Dangut, Maren David ; Skaf, Zakwan ; Jennions, Ian K Dangut MD, Skaf Z, Jennions IK. (2022) Handling imbalanced data for aircraft predictive maintenance using the BACHE algorithm, Applied Soft Computing, Volume 123, July 2022, Article number 108924.
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Dangut, Maren David ; Jennions, Ian K ; King, Steve. Dangut MD, Jennions IK, King S, Skaf Z. (2022) Application of deep reinforcement learning for extremely rare failure prediction in aircraft maintenance. Mechanical Systems and Signal Processing, Volume 171, May 2022, Article number 108873.
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Dangut, Maren David ; Jennions, Ian K ; King, Steve. Dangut MD, Jennions IK, King S, Skaf Z. (2023) A rare failure detection model for aircraft predictive maintenance using a deep hybrid learning approach. Neural Computing and Applications, Volume 35, Issue 4, February 2023, pp. 2991–3009.
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Dangut, Maren David ; Skaf, Zakwan ; Jennions, Ian K Dangut MD, Skaf Z, Jennions IK. (2021) An integrated machine learning model for aircraft components rare failure prognostics with log-based dataset. ISA Transactions, Volume 113, July 2021, pp. 127-139.
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2020