Bringing Active Learning to Life.
Ines RehbeinJosef RuppenhoferAlexis PalmerPublished in: COLING (2010)
Keyphrases
- active learning
- learning strategies
- semi supervised
- learning algorithm
- training set
- learning process
- selective sampling
- random sampling
- experimental design
- pool based active learning
- machine learning
- annotation effort
- everyday life
- online learning
- real world
- imbalanced data classification
- batch mode
- music emotion classification
- labeled data
- supervised learning
- small number
- daily life
- class imbalance
- cost sensitive
- image retrieval
- active learning strategies
- pairwise
- batch mode active learning
- database systems
- search engine
- data mining