Bayesian Approach to the Concept Drift in the Pattern Recognition Problems.
Pavel A. TurkovOlga KrasotkinaVadim MottlPublished in: MLDM (2012)
Keyphrases
- pattern recognition problems
- concept drift
- data streams
- pattern recognition
- streaming data
- drifting concepts
- non stationary
- drift detection
- ensemble learning
- change detection
- data stream classification
- incremental clustering
- classification algorithm
- data distribution
- data stream mining
- batch learning
- combination of multiple classifiers
- ensemble classifier
- concept descriptions
- information extraction
- evolving data streams
- image analysis
- data structure
- decision trees
- learning algorithm
- machine learning