Unsupervised Concept Drift Detection with a Discriminative Classifier.
Ömer GözüaçikAlican BüyükçakirHamed R. BonabFazli CanPublished in: CIKM (2019)
Keyphrases
- concept drift
- discriminative classifiers
- data streams
- change detection
- object detection
- discriminative learning
- hidden markov models
- non stationary
- data distribution
- detection algorithm
- detection rate
- support vector machine
- generative model
- classification algorithm
- semi supervised
- detection accuracy
- high dimensional
- computer vision
- remote sensing
- supervised learning
- class imbalance
- face recognition