Clustering-based Active Learning Classification towards Data Stream.
Chunyong YinShuangshuang ChenZhichao YinPublished in: ACM Trans. Intell. Syst. Technol. (2023)
Keyphrases
- active learning
- data streams
- classification accuracy
- decision trees
- classification scheme
- pattern recognition
- selective sampling
- support vector
- machine learning
- classification algorithm
- image classification
- change detection
- pattern classification
- support vector machine
- feature extraction
- class labels
- machine learning methods
- classification models
- outlier detection
- classification method
- semi supervised
- model selection
- text classification
- feature vectors
- training set
- feature space
- learning environment
- learning algorithm
- data stream classification
- transactional data
- supervised learning