Temporal silhouette: validation of stream clustering robust to concept drift.
Félix Iglesias VázquezTanja ZsebyPublished in: Mach. Learn. (2024)
Keyphrases
- concept drift
- stream clustering
- evolving data streams
- data streams
- streaming data
- drift detection
- change detection
- data distribution
- data clustering
- non stationary
- classification algorithm
- data stream mining
- outlier detection
- clustering algorithm
- sliding window
- stream data
- data sets
- itemsets
- semi supervised
- image processing