A Comparative Study of Linear and Nonlinear Regression Models for Outlier Detection.
Paul Inuwa DalatuAnwar FitriantoAida MustaphaPublished in: SCDM (2016)
Keyphrases
- outlier detection
- regression model
- detection algorithm
- fraud detection
- model selection
- regression methods
- regression analysis
- knowledge discovery
- data streams
- high dimensional datasets
- density estimation
- distance based outlier detection
- density ratio estimation
- credit card fraud detection
- detecting outliers
- data mining
- multiple linear regression
- multivariate regression
- regression trees
- explanatory variables
- database
- support vector machine
- target variable
- decision trees
- detect outliers
- databases