DPSS: Dynamic Parameter Selection for Outlier Detection on Data Streams.
Ruyi ZhangYijie WangHaifang ZhouBin LiHongzuo XuPublished in: ICPADS (2022)
Keyphrases
- outlier detection
- data streams
- parameter selection
- detecting outliers
- sliding window
- adaptive regularization
- fraud detection
- density ratio estimation
- streaming data
- data sets
- concept drift
- knowledge discovery
- density estimation
- model selection
- credit card fraud detection
- high dimensional datasets
- stream clustering
- data mining
- stream mining
- distance based outlier detection
- evolving data streams
- intrusion detection
- detect outliers
- probabilistic model
- high dimensional
- video sequences