A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples.
Jiantao LuWei WuXin HuangQitao YinKuangzhi YangShunming LiPublished in: Adv. Eng. Informatics (2024)
Keyphrases
- active learning
- sample selection
- training set
- representative samples
- training examples
- learning strategies
- stratified sampling
- data sets
- experimental design
- training samples
- intelligent systems
- semi supervised
- annotation effort
- active sampling
- random sampling
- music emotion classification
- selective sampling
- sampling methods
- batch mode active learning
- data samples
- decision trees
- artificial intelligence
- machine learning
- numerical solution
- agent technology
- sample points
- semi supervised learning
- context aware
- decision support
- supervised learning
- image processing
- imbalanced data classification