Statistical grid-based clustering over data streams.
Nam Hun ParkWon Suk LeePublished in: SIGMOD Rec. (2004)
Keyphrases
- data streams
- multiple data streams
- clustering method
- clustering algorithm
- information theoretic
- outlier detection
- data sets
- concept drift
- hierarchical clustering
- data clustering
- sensor networks
- statistical models
- graph theoretic
- continuous data streams
- k means
- statistical analysis
- sensor data
- high dimensional
- cluster analysis
- self organizing maps
- data points
- anomaly detection
- document clustering
- evolving data streams
- correspondence analysis
- data stream mining
- stream clustering
- statistical inference
- streaming data
- spectral clustering
- change detection
- data distribution
- sliding window
- data driven