Approach to Choosing the Type and Parameters Values of the Fuzzy Regression Model for Time Series.
Maksim A. StepanovSergey I. BabaevNatalia I. KhizrievaPublished in: MECO (2020)
Keyphrases
- regression model
- linear regression model
- interval valued data
- parameter values
- linear model
- model selection
- linear regression models
- regression methods
- regression analysis
- fuzzy logic
- generalized linear models
- independent variables
- kernel regression
- fuzzy measures
- support vector regression
- fuzzy neural network
- gaussian process
- target variable
- autoregressive
- input variables
- multivariate regression
- predictor variables
- parameter estimation
- explanatory variables
- fuzzy sets
- prediction model
- prediction intervals
- maximum likelihood
- generalized linear
- extreme values
- survival analysis
- fuzzy inference system
- conditional distribution
- logistic regression models
- fuzzy rules
- response variable
- regression method
- machine learning
- least squares
- artificial neural networks