Improved concept drift handling in surgery prediction and other applications.
Ayne A. BeyeneTewelle WelemariamMarie PerssonNiklas LavessonPublished in: Knowl. Inf. Syst. (2015)
Keyphrases
- concept drift
- ensemble classifier
- data streams
- streaming data
- drift detection
- non stationary
- prediction accuracy
- drifting concepts
- data distribution
- concept drifting
- evolving data streams
- change detection
- data stream mining
- data stream classification
- incremental clustering
- classification algorithm
- target concept
- stream data
- database
- batch learning
- data sets
- concept descriptions
- computer vision
- image segmentation
- nearest neighbor