Data Streams Classification: A Selective Ensemble with Adaptive Behavior.
Valerio GrossiFranco TuriniPublished in: ICAART (Revised Selected Papers) (2011)
Keyphrases
- adaptive behavior
- data streams
- final classification
- concept drifting data streams
- classification accuracy
- decision trees
- sliding window
- training set
- feature space
- classifier ensemble
- feature selection
- data sets
- benchmark datasets
- support vector machine svm
- multiple classifiers
- ensemble classifier
- ensemble learning
- ensemble methods
- mining concept drifting data streams
- machine learning algorithms
- support vector machine
- feature vectors
- feature extraction
- concept drift
- sensor networks
- mobile robot
- stream data
- majority voting
- training data
- computer vision
- machine learning