Interpretable Concept Drift.
João Guilherme MattosThuener SilvaHélio LopesAlex Laier BordignonPublished in: CIARP (2021)
Keyphrases
- concept drift
- data streams
- streaming data
- drifting concepts
- drift detection
- non stationary
- classification algorithm
- target concept
- evolving data streams
- change detection
- novelty detection
- data stream mining
- incremental clustering
- concept descriptions
- stream data
- ensemble classifier
- data stream classification
- data distribution
- neural network
- learning algorithm
- data sets
- decision trees
- computer vision