A high-dimensional data stream clustering algorithm based on damped window and pruning list tree.
Hong JiangQingsong YuDongxiu WangPublished in: BMEI (2011)
Keyphrases
- sliding window
- data streams
- high dimensional
- clustering algorithm
- tree pruning
- tree construction
- pruning algorithm
- streaming data
- tree structure
- low dimensional
- window size
- linked list
- fixed size
- space efficient
- dimensionality reduction
- change detection
- stream data
- pruning algorithms
- similarity search
- search space
- high dimensionality
- document clustering
- feature space
- transactional data
- clustering method
- pruning strategy
- subspace clustering
- data stream mining
- r tree
- noisy data
- data clustering
- multi dimensional
- stream clustering
- high speed data streams
- data sets
- false dismissal
- concept drift
- fuzzy c means
- fuzzy clustering
- b tree
- parameter space
- spectral clustering
- outlier detection
- data points
- k means
- data structure