An Instance-Window Based Classification Algorithm for Handling Gradual Concept Drifts.
Vahida AttarPrashant ChaudharySonali RahagudeGaurish ChaudhariPradeep SinhaPublished in: ADMI (2011)
Keyphrases
- classification algorithm
- concept drift
- mining data streams
- k nearest neighbor
- knn
- training set
- drift detection
- naive bayes
- streaming data
- training phase
- class labels
- support vector machine
- classification rules
- data stream mining
- data stream classification
- accurate classification
- ensemble learning
- ensemble classifier
- classifier ensemble
- neural network
- ensemble classification
- learning algorithm
- image processing
- non stationary
- clustering algorithm
- machine learning
- support vector