Three-way active learning through clustering selection.
Fan MinShi-Ming ZhangDavide CiucciMin WangPublished in: Int. J. Mach. Learn. Cybern. (2020)
Keyphrases
- active learning
- random selection
- clustering algorithm
- k means
- clustering method
- hierarchical clustering
- graph theoretic
- categorical data
- machine learning
- subspace clustering
- spectral clustering
- document clustering
- information theoretic
- learning strategies
- unsupervised learning
- unlabeled data
- labeled data
- selection algorithm
- random sampling
- dissimilarity measure
- semi supervised
- class imbalance
- image segmentation
- decision trees
- selective sampling
- data mining
- imbalanced class distribution
- instance level constraints