Online mass flow prediction in CFB boilers with explicit detection of sudden concept drift.
Mykola PechenizkiyJorn BakkerIndre ZliobaiteAndriy IvannikovTommi KärkkäinenPublished in: SIGKDD Explor. (2009)
Keyphrases
- concept drift
- change detection
- data streams
- streaming data
- ensemble classifier
- novelty detection
- drift detection
- non stationary
- prediction accuracy
- incremental clustering
- drifting concepts
- data stream classification
- stream clustering
- data stream mining
- classification algorithm
- stream data
- batch learning
- data distribution
- detection algorithm
- concept drifting
- concept descriptions
- anomaly detection
- data sets
- sliding window
- management system
- feature extraction