Robust estimation of the parameters of g-and -h distributions, with applications to outlier detection.
Yihuan XuBoris IglewiczInna ChervonevaPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- outlier detection
- robust estimation
- least squares
- fraud detection
- detection algorithm
- knowledge discovery
- detecting outliers
- density ratio estimation
- parameter estimation
- data streams
- robust estimator
- data mining
- credit card fraud detection
- detect outliers
- density estimation
- distance based outlier detection
- high dimensional datasets
- motion field
- expectation maximization
- random variables
- machine learning
- robust estimators
- computational complexity
- reinforcement learning
- three dimensional