Surrogate approach to uncertainty quantification of neural networks for regression.
Myeonginn KangSeokho KangPublished in: Appl. Soft Comput. (2023)
Keyphrases
- neural network
- pattern recognition
- model selection
- regression model
- linear regression
- uncertain data
- artificial neural networks
- back propagation
- multi layer
- regression analysis
- locally weighted
- regression algorithm
- inherent uncertainty
- ridge regression
- decision theory
- associative memory
- neural network model
- self organizing maps
- fuzzy logic
- genetic algorithm
- fuzzy systems
- network architecture
- multi layer perceptron
- activation function
- regression problems
- rule extraction
- possibility theory
- regression methods
- reinforcement learning
- classification and regression trees
- machine learning