Using simulation to evaluate a concept drift detector for condition based maintenance.
Afonso LourençoMarta FernandesGoreti MarreirosJuan Manuel CorchadoPublished in: IECON (2022)
Keyphrases
- concept drift
- data streams
- drift detection
- streaming data
- non stationary
- evolving data streams
- data distribution
- drifting concepts
- change detection
- target concept
- data stream mining
- classification algorithm
- incremental clustering
- batch learning
- stream data
- concept descriptions
- data stream classification
- computer vision
- training samples
- nearest neighbor
- image analysis
- similarity measure
- data sets