Active Learning: The Almost Silver Bullet.
Eric HicksQuang TranKriangsiri MalasriNam Sy VoVinhthuy PhanPublished in: KSE (2020)
Keyphrases
- active learning
- semi supervised
- random sampling
- machine learning
- supervised learning
- learning algorithm
- experimental design
- batch mode active learning
- selective sampling
- training set
- pool based active learning
- relevance feedback
- labeled data
- training examples
- learning strategies
- transfer learning
- annotation effort
- batch mode
- online learning
- computer vision
- data mining
- similarity measure
- case study
- active learning strategies
- information systems
- genetic algorithm
- music emotion classification