Data Stream Management: Aggregation, Classification, Modeling, and Operator Placement.
Frank OlkenLe GruenwaldPublished in: IEEE Internet Comput. (2008)
Keyphrases
- data streams
- machine learning
- support vector
- feature selection
- automatic classification
- text classification
- data stream classification
- concept drift
- classification method
- class labels
- data processing
- classification accuracy
- feature vectors
- pattern recognition
- supervised learning
- image classification
- support vector machine
- support vector machine svm
- sliding window
- classification algorithm
- classification scheme
- aggregation operators
- information systems
- benchmark datasets
- training set
- change detection
- feature extraction