HUE-Stream: Evolution-Based Clustering Technique for Heterogeneous Data Streams with Uncertainty.
Wicha MeesuksabaiThanapat KangkachitKitsana WaiyamaiPublished in: ADMA (2) (2011)
Keyphrases
- data streams
- stream clustering
- uncertain data
- evolving data streams
- sliding window
- multiple data streams
- outlier detection
- stream data
- streaming data
- stream mining
- clustering algorithm
- concept drift
- clustering method
- continuous queries
- continuous data streams
- stream processing
- k means
- change detection
- data clustering
- hierarchical clustering
- data stream mining
- clusters of arbitrary shapes
- data sets
- data distribution
- color images
- cluster analysis
- real time
- neural network
- massive data streams
- data stream management systems
- data streaming
- sensor networks
- incoming data
- frequent itemsets
- density based clustering
- itemsets
- high speed data streams
- data mining
- sequential patterns
- categorical data
- high dimensional data streams