Online Univariate Outlier Detection in Final Test: A Robust Rolling Horizon Approach.
Harm C. M. BossersJohann L. HurinkGerard J. M. SmitPublished in: ETS (2011)
Keyphrases
- outlier detection
- rolling horizon
- parameter free
- fraud detection
- credit card fraud detection
- knowledge discovery
- density ratio estimation
- density estimation
- detection algorithm
- detect outliers
- detecting outliers
- lot sizing
- high dimensional datasets
- data mining
- stream clustering
- distance based outlier detection
- test cases
- least squares
- high dimensional
- outlier mining
- data streams
- learning algorithm
- machine learning