Active Broad-Transfer Learning Algorithm for Class-Imbalanced Fault Diagnosis.
Guokai LiuWeiming ShenLiang GaoAndrew KusiakPublished in: IEEE Trans. Instrum. Meas. (2023)
Keyphrases
- fault diagnosis
- learning algorithm
- class imbalanced
- neural network
- bp neural network
- fault detection
- expert systems
- transfer learning
- fuzzy logic
- multiple faults
- chemical process
- operating conditions
- back propagation
- active learning
- analog circuits
- generalization ability
- power transformers
- training data
- monitoring and fault diagnosis
- multi sensor information fusion
- machine learning
- machine learning algorithms
- text classification
- artificial neural networks
- training examples
- instance selection
- training samples
- reinforcement learning
- learning tasks
- classification algorithm
- class imbalance
- feature extraction
- feature selection