Formal Verification of a Neural Network Based Prognostics System for Aircraft Equipment-Reference-Cited by-同舟云学术

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Formal Verification of a Neural Network Based Prognostics System for Aircraft Equipment

Published:2023-12-14 Issue: Volume: Page:225-240
ISSN:0302-9743
Container-title:Bridging the Gap Between AI and Reality
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Author:

Kirov Dmitrii,Rollini Simone Fulvio,Di Guglielmo Luigi,Cofer Darren

Publisher

Springer Nature Switzerland

Link

https://link.springer.com/content/pdf/10.1007/978-3-031-46002-9_13

Reference16 articles.

1. Remaining Useful Life Estimation using Convolutional Neural Network. https://www.mathworks.com/help/releases/R2021a/predmaint/ug/remaining-useful-life-estimation-using-convolutional-neural-network.html

2. Similarity-Based Remaining Useful Life Estimation. https://www.mathworks.com/help/predmaint/ug/similarity-based-remaining-useful-life-estimation.html

3. Benkedjouh, T., Medjaher, K., Zerhouni, N., Rechak, S.: Remaining useful life estimation based on nonlinear feature reduction and support vector regression. Eng. Appl. Artif. Intell. 26, 1751–1760 (2013)

4. Lecture Notes in Computer Science;M Damour,2021

5. EASA and Collins Aerospace: Formal Methods use for Learning Assurance (ForMuLA). Tech. rep. (April 2023)

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