75187

Автор(ы): 

Кулида Е. Л. (ИПУ РАН, Лаборатория 46)
Лебедев В. Г. (ИПУ РАН, Лаборатория 46)

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Problems in Applying Machine Learning Methods to Aviation

DOI: 

10.1109/MLSD58227.2023.10304039

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10304039
Аннотация
The report discusses potential applications of machine learning methods in aviation. Problems hindering the rapid implementation of machine learning methods in aviation, such as adversarial attacks, problems of data shift and data leakage, and the opacity of black box models, are investigated.

Библиографическая ссылка: 

Кулида Е.Л., Лебедев В.Г. Problems in Applying Machine Learning Methods to Aviation / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10304039.