An Incremental Data Stream Clustering Algorithm Based on Dense Units Detection.
Jing GaoJianzhong LiZhaogong ZhangPang-Ning TanPublished in: PAKDD (2005)
Keyphrases
- data streams
- clustering algorithm
- change detection
- sliding window
- detection algorithm
- incremental clustering
- object detection
- automatic detection
- detection accuracy
- incremental learning
- detecting outliers
- streaming data
- detection rate
- data distribution
- outlier detection
- false positives
- clustering method
- event detection
- arbitrary shape
- clustering analysis
- stream data
- space efficient
- itemsets