An Adaptive Density Data Stream Clustering Algorithm.
Shifei DingJian ZhangHongjie JiaJun QianPublished in: Cogn. Comput. (2016)
Keyphrases
- data streams
- clustering algorithm
- sliding window
- arbitrary shape
- change detection
- density based clustering algorithm
- dense regions
- streaming data
- stream clustering
- transactional data
- fuzzy c means
- data clustering
- cluster analysis
- stream data
- concept drift
- space efficient
- data distribution
- k means
- stream mining
- low density
- distributed data streams
- data sets
- fuzzy clustering
- outlier detection
- continuous queries
- subspace clustering
- continuous data streams
- density based clustering
- multi dimensional data
- massive data streams
- clustering method
- cluster centroids
- heavy hitters
- high level declarative
- evolving data streams
- data stream mining
- stream processing
- clustering analysis
- document clustering
- spatio temporal
- multi dimensional
- semi supervised