Continuous outlier detection on uncertain data streams.
Salman Ahmed ShaikhHiroyuki KitagawaPublished in: ISSNIP (2014)
Keyphrases
- outlier detection
- uncertain data streams
- data streams
- uncertain data
- knowledge discovery
- detection algorithm
- density estimation
- space efficient
- fraud detection
- detecting outliers
- credit card fraud detection
- density ratio estimation
- data mining
- high dimensional datasets
- change point detection
- distance based outlier detection
- density based clustering
- detect outliers
- sliding window
- real world
- multi dimensional
- machine learning