Artificial Recurrence for Classification of Streaming Data with Concept Shift.
Piotr SobolewskiMichal WozniakPublished in: ICAIS (2011)
Keyphrases
- streaming data
- data streams
- sliding window
- concept drifting data streams
- pattern recognition
- concept drift
- feature selection
- classification algorithm
- classification accuracy
- training samples
- decision trees
- machine learning
- training set
- stream mining
- text classification
- model selection
- data stream mining
- data distribution
- text categorization
- stream data
- feature extraction
- support vector
- feature space
- anomaly detection
- unsupervised learning
- support vector machine
- active learning