Real-time Outlier Detection Over Streaming Data.
Kangqing YuWei ShiNicola SantoroXiangyu MaPublished in: SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Keyphrases
- outlier detection
- streaming data
- data streams
- sliding window
- concept drift
- data stream mining
- data distribution
- detecting outliers
- evolving data streams
- limited memory
- data generation
- credit card fraud detection
- data mining
- density ratio estimation
- stream data
- fraud detection
- detection algorithm
- stream mining
- knowledge discovery
- anomaly detection
- stream processing
- change detection
- real world
- spatial outliers
- data sets