Aggregate density-based concept drift identification for dynamic sensor data models.
Mohsen AsghariDaniel Sierra-SosaMichael TelahunAnup KumarAdel Said ElmaghrabyPublished in: Neural Comput. Appl. (2021)
Keyphrases
- concept drift
- data model
- data streams
- streaming data
- databases
- drifting concepts
- non stationary
- drift detection
- data stream classification
- change detection
- stream clustering
- evolving data streams
- classification algorithm
- database systems
- outlier detection
- clustering method
- anomaly detection
- image analysis
- batch learning
- clustering algorithm
- data distribution
- concept descriptions
- pattern recognition
- similarity measure
- database