Tapped Delay Lines for GP Streaming Data Classification with Label Budgets.
Ali VahdatJillian MorganAndrew R. McIntyreMalcolm I. HeywoodA. Nur Zincir-HeywoodPublished in: EuroGP (2015)
Keyphrases
- streaming data
- data streams
- concept drift
- concept drifting data streams
- genetic programming
- machine learning
- sliding window
- classification algorithm
- class labels
- pattern recognition
- feature selection
- unsupervised learning
- classification accuracy
- data distribution
- feature extraction
- decision trees
- massive data streams
- data stream mining
- training samples
- evolving data streams
- drift detection
- support vector machine
- feature vectors
- anomaly detection
- incoming data
- stream mining
- model selection
- text classification
- support vector
- learning algorithm