SmOOD: Smoothness-based Out-of-Distribution Detection Approach for Surrogate Neural Networks in Aircraft Design.
Houssem Ben BraiekAli TfailyFoutse KhomhThomas ReidCiro GuidaPublished in: CoRR (2022)
Keyphrases
- neural network
- automatic detection
- pattern recognition
- fuzzy logic
- design space
- case study
- engineering design
- detection algorithm
- air traffic control
- knowledge based systems
- object detection
- cost function
- training data
- design decisions
- detection accuracy
- spatial distribution
- design methodology
- genetic algorithm
- data sets