On the Efficient Explanation of Outlier Detection Ensembles Through Shapley Values.
Simon KlüttermannChiara BalestraEmmanuel MüllerPublished in: PAKDD (3) (2024)
Keyphrases
- outlier detection
- distance based outlier detection
- knowledge discovery
- data streams
- detection algorithm
- fraud detection
- credit card fraud detection
- detect outliers
- density estimation
- density ratio estimation
- high dimensional datasets
- detecting outliers
- data mining
- database
- least squares
- ensemble methods
- density based clustering
- change point detection
- data analysis
- outlier mining
- three dimensional