Active learning using adaptable task-based prioritisation.
Shaheer U. SaeedJoão RamalhinhoMark A. PinnockZiyi ShenYunguan FuNina Montaña BrownEster BonmatiDean C. BarrattStephen P. PereiraBrian R. DavidsonMatthew J. ClarksonYipeng HuPublished in: Medical Image Anal. (2024)
Keyphrases
- active learning
- random sampling
- semi supervised
- selective sampling
- learning strategies
- learning algorithm
- machine learning
- training examples
- training set
- online learning
- learning process
- semi supervised learning
- supervised learning
- transfer learning
- cost sensitive
- active learning strategies
- annotation effort
- music emotion classification
- labeled data
- multi class
- relevance feedback
- unlabeled data
- prediction accuracy
- special case
- search algorithm
- support vector
- training data
- batch mode
- computer vision
- rare class
- search engine
- databases
- pool based active learning
- data sets