Diagnosing Concept Drift with Visual Analytics.
Weikai YangZhen LiMengchen LiuYafeng LuKelei CaoRoss MaciejewskiShixia LiuPublished in: CoRR (2020)
Keyphrases
- concept drift
- visual analytics
- data streams
- interactive visualization
- visual analysis
- data analysis
- non stationary
- learning analytics
- knowledge discovery
- drift detection
- drifting concepts
- data stream classification
- change detection
- classification algorithm
- visual interfaces
- data distribution
- data mining methods
- decision trees
- learning sciences
- bayesian networks