Outlier detection in fuzzy linear regression with crisp input-output by linguistic variable view.
H. Shakouri G.R. NadimiPublished in: Appl. Soft Comput. (2013)
Keyphrases
- input output
- linear regression
- outlier detection
- linguistic variables
- fuzzy sets
- fuzzy neural network
- fuzzy logic controller
- fuzzy controller
- fuzzy numbers
- fuzzy logic
- least squares
- predictor variables
- fuzzy inference system
- fraud detection
- regression methods
- detection algorithm
- knowledge discovery
- membership functions
- internal states
- data streams
- detecting outliers
- density ratio estimation
- attribute values
- fuzzy clustering
- credit card fraud detection
- distance based outlier detection
- nonlinear regression
- data mining
- detect outliers
- fuzzy model
- density estimation
- fuzzy rules
- rough sets
- change point detection
- machine learning
- em algorithm
- control system
- association rules
- data analysis
- training data