Predicting concept drift via dynamic Naïve Bayes.
Qian ZhaoChristian KlaueChih LaiPublished in: IEEE BigData (2017)
Keyphrases
- concept drift
- bayes classifiers
- bayes classifier
- data streams
- drift detection
- drifting concepts
- streaming data
- tree augmented
- change detection
- data stream classification
- bayesian classifiers
- non stationary
- data distribution
- incremental clustering
- bayesian networks
- batch learning
- text classification
- data structure
- computer vision
- stream clustering
- evolving data streams
- concept descriptions
- knn
- prior knowledge
- support vector
- image processing
- feature selection