Active learning through density clustering.
Min WangFan MinZhi-Heng ZhangYan-Xue WuPublished in: Expert Syst. Appl. (2017)
Keyphrases
- active learning
- clustering algorithm
- k means
- clustering method
- density based clustering algorithm
- unsupervised learning
- learning strategies
- random sampling
- hierarchical clustering
- self organizing maps
- semi supervised
- random selection
- data clustering
- learning process
- outlier detection
- document clustering
- data objects
- categorical data
- imbalanced class distribution
- dense regions
- machine learning
- selective sampling
- graph theoretic
- data mining tasks
- cluster analysis
- training examples
- semi supervised learning
- data points