Federated Transfer Learning with Task Personalization for Condition Monitoring in Ultrasonic Metal Welding.
Ahmadreza EslaminiaYuquan MengKlara NahrstedtChenhui ShaoPublished in: CoRR (2024)
Keyphrases
- transfer learning
- condition monitoring
- welding process
- collaborative filtering
- learning tasks
- fault detection
- fault diagnosis
- labeled data
- knowledge transfer
- acoustic emission
- active learning
- cross domain
- reinforcement learning
- recommender systems
- machine learning
- power transformers
- learning algorithm
- semi supervised learning
- manifold alignment
- domain adaptation
- text categorization
- machine learning algorithms
- multi task
- tool wear
- text classification
- transfer knowledge
- unlabeled data
- multi task learning
- data sources
- information retrieval
- decision trees
- semi supervised
- text mining
- user model
- user profiles
- dimensionality reduction
- transferring knowledge
- neural network