Sample Size Estimation for Outlier Detection.
Timothy GebhardInga KoerteSylvain BouixPublished in: MICCAI (3) (2015)
Keyphrases
- sample size
- outlier detection
- density estimation
- model selection
- upper bound
- knowledge discovery
- detect outliers
- detecting outliers
- data streams
- detection algorithm
- covariance matrix
- high dimensional datasets
- density ratio estimation
- credit card fraud detection
- fraud detection
- distance based outlier detection
- data mining
- progressive sampling
- random sample
- worst case
- machine learning