Exponentially Weighted Moving Average Charts for Detecting Concept Drift
Gordon J. RossNiall M. AdamsDimitris K. TasoulisDavid J. HandPublished in: CoRR (2012)
Keyphrases
- weighted moving average
- concept drift
- statistical process control
- cumulative sum
- control charts
- data streams
- streaming data
- drifting concepts
- data distribution
- non stationary
- change detection
- drift detection
- data stream classification
- data stream mining
- evolving data streams
- classification algorithm
- incremental clustering
- concept descriptions
- anomaly detection
- image processing
- remote sensing
- support vector
- neural network
- parallel algorithm
- data management