An approach to outlier detection based on Bayesian probabilistic model.
Victor L. BrailovskyPublished in: ICPR (1996)
Keyphrases
- outlier detection
- probabilistic model
- bayesian networks
- fraud detection
- detection algorithm
- language model
- knowledge discovery
- detecting outliers
- high dimensional datasets
- generative model
- data mining
- credit card fraud detection
- density estimation
- data streams
- expectation maximization
- density ratio estimation
- distance based outlier detection
- maximum likelihood
- density based clustering
- databases
- probability distribution
- detect outliers