FAC-fed: Federated adaptation for fairness and concept drift aware stream classification.
Maryam BadarWolfgang NejdlMarco FisichellaPublished in: Mach. Learn. (2023)
Keyphrases
- concept drift
- data streams
- drifting concepts
- change detection
- drift detection
- non stationary
- streaming data
- incremental clustering
- classification algorithm
- data stream mining
- data distribution
- data stream classification
- batch learning
- evolving data streams
- target concept
- stream data
- computer vision
- ensemble classifier
- data sets
- concept descriptions
- pattern recognition
- machine learning
- sliding window
- support vector machine
- image segmentation