Concept drift detection based on equal density estimation.
Feng GuGuangquan ZhangJie LuChin-Teng LinPublished in: IJCNN (2016)
Keyphrases
- density estimation
- concept drift
- data streams
- change detection
- outlier detection
- mixture model
- data distribution
- non stationary
- classification algorithm
- detection algorithm
- density estimators
- density estimates
- probability density function
- text categorization
- neural network
- em algorithm
- expectation maximization
- gaussian mixture model
- pairwise
- input data
- text mining
- knn
- prior knowledge
- image analysis
- feature extraction