On Combining Fuzzy C-Regression Models and Fuzzy C-Means with Automated Weighting of the Explanatory Variables.
Ricardo A. M. da SilvaFrancisco de A. T. de CarvalhoPublished in: FUZZ-IEEE (2018)
Keyphrases
- explanatory variables
- regression model
- fuzzy c means
- fuzzy clustering
- fcm algorithm
- membership functions
- fuzzy clustering algorithm
- possibilistic c means
- membership values
- fuzzy clustering algorithms
- regression analysis
- gustafson kessel
- possibilistic clustering
- fuzzy sets
- clustering algorithm
- regression methods
- hard c means
- clustering method
- image segmentation
- cluster validity index
- linear model
- model selection
- prediction model
- fuzzy membership
- fuzzy logic
- fuzzy model
- response variable
- fuzzy rules
- artificial intelligence
- fuzzy neural network
- k means
- cluster analysis
- fuzzy inference
- computer vision
- clustering analysis
- computational intelligence
- association rules
- validity index
- soft computing
- control system
- dimensionality reduction