LOCI: Fast Outlier Detection Using the Local Correlation Integral.
Spiros PapadimitriouHiroyuki KitagawaPhillip B. GibbonsChristos FaloutsosPublished in: ICDE (2003)
Keyphrases
- outlier detection
- fraud detection
- detection algorithm
- knowledge discovery
- detect outliers
- data streams
- density ratio estimation
- high dimensional datasets
- density estimation
- credit card fraud detection
- detecting outliers
- data mining
- correlation analysis
- computer vision
- machine learning
- data sets
- outlier mining
- distance based outlier detection
- density based clustering
- real world
- databases