Incremental Active Learning with Bias Reduction.
Masashi SugiyamaHidemitsu OgawaPublished in: IJCNN (1) (2000)
Keyphrases
- active learning
- batch mode
- semi supervised
- selective sampling
- learning strategies
- reduction method
- random sampling
- training examples
- learning process
- incremental learning
- machine learning
- incremental version
- incremental clustering
- data driven
- pool based active learning
- active learning strategies
- transfer learning
- labeled data
- learning algorithm
- small number
- case study
- feature selection
- search engine
- genetic algorithm
- data sets