Improving the Attribute-Based Active Learning by Clustering the New Items.
Junxin ZhouRaja ChikyPublished in: SERVICES (2019)
Keyphrases
- active learning
- clustering algorithm
- clustering method
- selective sampling
- categorical data
- self organizing maps
- k means
- learning strategies
- unsupervised learning
- hierarchical clustering
- random sampling
- data points
- graph theoretic
- neural network
- spectral clustering
- sample selection
- similarity function
- high dimensional data
- data objects
- anomaly detection
- relevance feedback
- semi supervised
- feature selection
- machine learning