Heterogeneous Ensemble for Feature Drifts in Data Streams.
Hai-Long NguyenYew-Kwong WoonWee Keong NgLi WanPublished in: PAKDD (2) (2012)
Keyphrases
- data streams
- concept drift
- drifting concepts
- ensemble learning
- ensemble classifier
- sliding window
- mining concept drifting data streams
- neural network
- streaming data
- data sets
- sensor networks
- real world
- sensor data
- data distribution
- ensemble methods
- training set
- feature set
- noisy data streams
- itemsets
- feature vectors
- data structure
- random forests
- feature selection
- weak classifiers
- machine learning
- data stream mining
- stream mining
- image features