On distributed online classification in the midst of concept drifts.
Zaid J. TowficJianshu ChenAli H. SayedPublished in: Neurocomputing (2013)
Keyphrases
- classification algorithm
- concept drift
- concept drifting data streams
- pattern recognition
- ensemble classification
- classification accuracy
- ensemble classifier
- data stream classification
- feature extraction
- support vector machine
- classification models
- decision trees
- data streams
- feature space
- incremental learning
- evolving data streams
- non stationary
- incremental clustering
- class labels
- benchmark datasets
- neural network
- training set
- database systems
- machine learning
- data mining