Ensemble Classifier for Imbalanced Streaming Data Using Partial Labeling.
Elaheh ArabmakkiMehmed M. KantardzicTegjyot Singh SethiPublished in: IRI (2016)
Keyphrases
- concept drift
- streaming data
- ensemble classifier
- class imbalance
- data streams
- ensemble learning
- non stationary
- change detection
- data distribution
- classification algorithm
- stream data
- active learning
- classifier ensemble
- sliding window
- image segmentation
- ensemble methods
- concept drifting data streams
- random forest
- base classifiers
- data sets
- object recognition
- image processing