An ensemble classification approach for handling spatio-temporal drifts in partially labeled data streams.
Tegjyot Singh SethiMehmed M. KantardzicElaheh ArabmakkiHanqing HuPublished in: IRI (2014)
Keyphrases
- ensemble classification
- concept drift
- data streams
- partially labeled
- ensemble classifier
- semi supervised
- change detection
- semi supervised learning
- statistical relational learning
- text classification
- data distribution
- non stationary
- unlabeled data
- data sets
- classification algorithm
- ensemble learning
- computer vision
- neural network
- ensemble methods
- knn
- label information
- pattern recognition