Active learning with label quality control.
Xingyu WangXurong ChiYanzhi SongZhouwang YangPublished in: PeerJ Comput. Sci. (2023)
Keyphrases
- quality control
- active learning
- label noise
- active learning framework
- labeling effort
- machine vision
- quality assurance
- manufacturing systems
- selective sampling
- product quality
- unlabeled instances
- learning algorithm
- learning strategies
- active learner
- training examples
- training set
- semi supervised
- supervised learning
- pool based active learning
- class labels
- relevance feedback
- experimental design
- random sampling
- multi label
- manufacturing process
- learning process
- labeled data
- automated visual inspection
- machine learning
- transfer learning
- batch mode
- reinforcement learning
- decision trees
- query by committee
- surface inspection