Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis.
Ziyan WangMohamed RagabWenmian YangMin WuSinno Jialin PanJie ZhangZhenghua ChenPublished in: CoRR (2024)
Keyphrases
- fault diagnosis
- domain adaptation
- cross domain
- transfer learning
- expert systems
- neural network
- source domain
- fault detection
- target domain
- fault detection and diagnosis
- fuzzy logic
- labeled data
- chemical process
- electronic equipment
- operating conditions
- sentiment classification
- multiple sources
- analog circuits
- gas turbine
- knowledge transfer
- semi supervised
- multi sensor information fusion
- monitoring and fault diagnosis
- unlabeled data
- power transformers
- multiple faults
- similarity measure
- semi supervised learning
- real time
- transfer knowledge
- text categorization
- case study
- document classification
- domain specific
- reinforcement learning
- information fusion
- co training