Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept Drift.
Zahra AhmadiHamid BeigyPublished in: HAIS (2) (2012)
Keyphrases
- concept drift
- ensemble learning
- data streams
- semi supervised
- streaming data
- data stream classification
- drifting concepts
- data stream mining
- non stationary
- data distribution
- sliding window
- stream data
- semi supervised learning
- drift detection
- evolving data streams
- ensemble classifier
- change detection
- active learning
- classification algorithm
- labeled data
- unlabeled data
- supervised learning
- pairwise
- unsupervised learning
- data sets
- image analysis
- feature space
- concept drifting
- training set