Research on Data Stream Clustering Algorithm Based on Decay Time Window.
Xingang WangLinlin WangPublished in: CSAE (2018)
Keyphrases
- data streams
- clustering algorithm
- sliding window
- change detection
- data distribution
- streaming data
- concept drift
- k means
- clusters of arbitrary shapes
- stream clustering
- data stream mining
- transactional data
- high level declarative
- exponential decay
- distributed data streams
- evolving data streams
- outlier detection
- clustering method
- arbitrary shape
- clustering analysis
- stream data
- stream processing
- spectral clustering
- data clustering
- fuzzy clustering
- cluster analysis
- continuous data streams
- frequent itemsets
- massive data streams
- data sets
- mining of frequent itemsets
- itemsets
- closed frequent itemsets
- grouping algorithm