Diagnosing Concept Drift with Visual Analytics.
Weikai YangZhen LiMengchen LiuYafeng LuKelei CaoRoss MaciejewskiShixia LiuPublished in: IEEE VAST@IEEE VIS (2020)
Keyphrases
- concept drift
- visual analytics
- data streams
- interactive visualization
- visual analysis
- data analysis
- drift detection
- learning analytics
- non stationary
- data distribution
- classification algorithm
- knowledge discovery
- drifting concepts
- visual interfaces
- change detection
- data stream classification
- early stage
- databases
- learning sciences