Adaptive Time Window Size to Track Concept Drift.
Moamar Sayed MouchawehJanan ZaytoonPatrice BillaudelPublished in: ICMLA (2) (2011)
Keyphrases
- concept drift
- data streams
- drifting concepts
- non stationary
- streaming data
- drift detection
- data distribution
- change detection
- data stream classification
- novelty detection
- incremental clustering
- classification algorithm
- data stream mining
- batch learning
- target concept
- ensemble classifier
- evolving data streams
- pattern recognition
- neural network
- clustering algorithm
- naive bayes
- concept descriptions
- sliding window