Synchronization-based clustering on evolving data stream.
Junming ShaoYue TanLianli GaoQinli YangClaudia PlantIra AssentPublished in: Inf. Sci. (2019)
Keyphrases
- data streams
- outlier detection
- change detection
- clustering algorithm
- k means
- concept drift
- data clustering
- hierarchical clustering
- clustering method
- sliding window
- spectral clustering
- multiple data streams
- unsupervised learning
- information theoretic
- categorical data
- transactional data
- distributed data streams
- document clustering
- cluster analysis
- distance metric
- graph theoretic
- self organizing maps
- evolving data streams
- detecting outliers
- anomaly detection
- data points