Knowledge Distillation-Guided Cost-Sensitive Ensemble Learning Framework for Imbalanced Fault Diagnosis.
Shuaiqing DengZihao LeiGuangrui WenZhaojun Steven LiYongchao ZhangKe FengXuefeng ChenPublished in: IEEE Internet Things J. (2024)
Keyphrases
- fault diagnosis
- cost sensitive
- ensemble learning
- expert systems
- neural network
- class imbalance
- class distribution
- base classifiers
- cost sensitive learning
- knowledge base
- misclassification costs
- bp neural network
- naive bayes
- binary classification
- generalization ability
- classification error
- fuzzy logic
- active learning
- pairwise
- training data