Outlier Detection with One-Class Classifiers from ML and KDD.
Jeroen H. M. JanssensIldikó FleschEric O. PostmaPublished in: ICMLA (2009)
Keyphrases
- outlier detection
- knowledge discovery
- data cleaning
- data mining
- maximum likelihood
- fraud detection
- detection algorithm
- detecting outliers
- data streams
- density ratio estimation
- high dimensional datasets
- data mining techniques
- credit card fraud detection
- databases
- density estimation
- text mining
- data analysis
- real world
- change point detection
- detect outliers
- least squares
- target class