Off to a Good Start: Using Clustering to Select the Initial Training Set in Active Learning.
Rong HuBrian Mac NameeSarah Jane DelanyPublished in: FLAIRS Conference (2010)
Keyphrases
- active learning
- clustering algorithm
- hierarchical clustering
- clustering method
- spectral clustering
- information theoretic
- learning strategies
- data clustering
- unsupervised learning
- k means
- data mining tasks
- categorical data
- semi supervised
- transfer learning
- experimental design
- clustering analysis
- self organizing maps
- document clustering
- cluster analysis
- training examples
- anomaly detection
- data points
- training set