Clustering data streams using grid-based synopsis.
Vasudha BhatnagarSharanjit KaurSharma ChakravarthyPublished in: Knowl. Inf. Syst. (2014)
Keyphrases
- data streams
- sliding window
- outlier detection
- multiple data streams
- clustering algorithm
- change detection
- data clustering
- sensor networks
- k means
- clustering method
- sensor data
- mining frequent itemsets
- streaming data
- frequent itemsets
- mining data streams
- data distribution
- space efficient
- data sets
- data points
- stream data
- concept drift
- evolving data streams
- high speed data streams
- document clustering
- continuous queries
- hierarchical clustering
- high dimensional data
- unsupervised learning
- cluster analysis
- self organizing maps
- multi dimensional data
- data stream mining
- stream mining
- detecting outliers
- closed frequent itemsets
- continuous data streams
- non stationary
- neural network