Non-Temporal Orderings as Proxies for Extensional Concept Drift.
Albert Meroño-PeñuelaStefan SchlobachPublished in: SemStats@ISWC (2013)
Keyphrases
- concept drift
- data streams
- drifting concepts
- streaming data
- non stationary
- drift detection
- incremental clustering
- classification algorithm
- data distribution
- data stream mining
- change detection
- target concept
- data stream classification
- stream data
- evolving data streams
- batch learning
- machine learning methods
- data mining
- sliding window
- semi supervised
- pattern recognition
- reinforcement learning
- similarity measure
- decision trees
- image processing