Self-supervised Contrastive Learning Approach for Bearing Fault Diagnosis with Rare Labeled Data.
Jianghai ChenBoyuan YangRuonan LiuPublished in: ISIE (2022)
Keyphrases
- fault diagnosis
- labeled data
- supervised learning
- active learning
- labeled and unlabeled data
- learning algorithm
- unlabeled data
- prior knowledge
- semi supervised
- domain adaptation
- semi supervised learning
- learning process
- training data
- labeled instances
- learning tasks
- co training
- text classification
- training examples
- reinforcement learning
- expert systems
- supervised learning algorithms
- transfer learning
- multiple faults
- monitoring and fault diagnosis
- sample selection bias
- fault detection
- data points
- learning problems
- labeled examples
- positive and negative
- semi supervised classification
- class labels
- training set
- chemical process
- decision trees
- machine learning