A Double-Window-Based Classification Algorithm for Concept Drifting Data Streams.
Qun ZhuXuegang HuYuhong ZhangPei-Pei LiXindong WuPublished in: GrC (2010)
Keyphrases
- classification algorithm
- concept drifting data streams
- classifier ensemble
- concept drift
- drift detection
- k nearest neighbor
- streaming data
- training set
- support vector machine
- naive bayes
- decision trees
- knn
- class labels
- classification rules
- learning algorithm
- data sets
- prediction accuracy
- pairwise
- clustering algorithm
- machine learning algorithms
- training data
- information retrieval