Research issues in outlier detection for data streams.
Md. Shiblee SadikLe GruenwaldPublished in: SIGKDD Explor. (2013)
Keyphrases
- outlier detection
- data streams
- detecting outliers
- sliding window
- concept drift
- streaming data
- fraud detection
- stream data
- density ratio estimation
- data stream mining
- high dimensional datasets
- stream mining
- density estimation
- credit card fraud detection
- data distribution
- detect outliers
- outlier mining
- distance based outlier detection
- data sets
- data generation
- uncertain data
- change point detection