Classification utility aware data stream anonymization.
Ugur SopaogluOsman AbulPublished in: Appl. Soft Comput. (2021)
Keyphrases
- data streams
- pattern recognition
- classification accuracy
- sliding window
- decision trees
- pattern classification
- change detection
- supervised learning
- classification scheme
- automatic classification
- data stream classification
- classification rules
- text classification
- feature vectors
- privacy preserving
- support vector machine
- classification method
- feature space
- classification models
- feature extraction
- machine learning
- multi class
- stream processing
- streaming data
- feature selection
- concept drift
- training set
- utility function
- classification algorithm
- decision rules