Batch Weighted Ensemble for Mining Data Streams with Concept Drift.
Magdalena DeckertPublished in: ISMIS (2011)
Keyphrases
- sliding window
- concept drift
- mining data streams
- data streams
- ensemble learning
- batch learning
- drifting concepts
- ensemble classifier
- concept drifting
- streaming data
- stream data
- noisy data streams
- drift detection
- change detection
- data distribution
- data stream mining
- stream mining
- high speed data streams
- sensor data
- data sets
- ensemble methods
- non stationary
- machine learning methods
- dimensionality reduction
- image analysis
- learning algorithm
- neural network