Research on data stream clustering algorithms.
Shifei DingFulin WuJun QianHongjie JiaFengxiang JinPublished in: Artif. Intell. Rev. (2015)
Keyphrases
- data streams
- clustering algorithm
- stream clustering
- sliding window
- evolving data streams
- concept drift
- change detection
- data clustering
- k means
- streaming data
- cluster analysis
- document clustering
- incremental clustering
- outlier detection
- density based clustering
- fuzzy c means
- clustering method
- transactional data
- stream data
- fuzzy clustering
- data stream mining
- stream mining
- distributed data streams
- itemsets
- data sets
- massive data streams
- stream processing
- continuous data streams
- space efficient
- hierarchical clustering
- data distribution
- multi dimensional data
- evolutionary clustering
- data stream classification
- frequent itemsets
- overlapping clusters
- unsupervised clustering
- graph clustering
- continuous queries
- clustering approaches
- hierarchical clustering algorithms
- closed frequent itemsets
- limited memory
- spatio temporal