Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial.
Venkat NemaniLuca BiggioXun HuanZhen HuOlga FinkAnh TranYan WangXiaoping DuXiaoge ZhangChao HuPublished in: CoRR (2023)
Keyphrases
- engineering design
- machine learning
- artificial intelligence
- application of machine learning methods
- conceptual design
- design process
- handling uncertainty
- health care
- engineering problems
- information extraction
- design theory
- engineering education
- automated design
- decision trees
- uncertain data
- computer science and artificial intelligence
- text mining
- natural language processing
- real world
- knowledge acquisition
- learning algorithm
- feature selection
- machine learning methods
- design processes
- data mining
- computer science
- machine learning algorithms
- computational intelligence
- supervised learning
- support vector machine