Clustering of Evolving Data Stream with Multiple Adaptive Sliding Window.
Hongbo ZhuYaqiang WangZhonghua YuPublished in: DSDE (2010)
Keyphrases
- sliding window
- data streams
- fixed size
- streaming data
- streaming time series
- clustering algorithm
- outlier detection
- stream data
- space efficient
- variable size
- window size
- clustering method
- change detection
- data sets
- sensor data streams
- concept drift
- hierarchical clustering
- sensor data
- high dimensional
- incremental clustering
- multiple data streams
- continuous queries
- single image
- k means
- similarity measure
- data mining
- database
- boyer moore