Exponentially weighted moving average charts for detecting concept drift.
Gordon J. RossNiall M. AdamsDimitris K. TasoulisDavid J. HandPublished in: Pattern Recognit. Lett. (2012)
Keyphrases
- weighted moving average
- concept drift
- statistical process control
- cumulative sum
- control charts
- data streams
- streaming data
- drifting concepts
- non stationary
- drift detection
- change detection
- data stream classification
- classification algorithm
- incremental clustering
- evolving data streams
- anomaly detection
- data stream mining
- database
- batch learning
- high dimensional
- pattern recognition