The Impact of Variable Selection and Transformation on the Interpretability and Accuracy of Fuzzy Models.
Caro FuchsSimone SpolaorUzay KaymakMarco S. NobilePublished in: CIBCB (2022)
Keyphrases
- variable selection
- fuzzy model
- fuzzy modeling
- prediction accuracy
- rule base
- input variables
- high dimensional
- input output
- nonlinear systems
- fuzzy systems
- membership functions
- model selection
- cross validation
- fuzzy rules
- dimension reduction
- fuzzy sets
- fuzzy clustering
- initial values
- fuzzy logic
- fuzzy controller
- information granules
- fuzzy rule based systems
- neural network
- high dimensional data
- control system
- pattern recognition
- support vector
- feature selection
- artificial intelligence