Synthetic-to-Real Domain Adaptation for Nonintrusive Load Monitoring via Reconstruction-Based Transfer Learning.
Pengfei HaoLiang ZhuZhongzong YanYingqi HuangYiwei LeiHe WenPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- domain adaptation
- transfer learning
- target domain
- cross domain
- labeled data
- manifold alignment
- source domain
- learning tasks
- knowledge transfer
- machine learning
- semi supervised learning
- active learning
- transfer knowledge
- cross domain text classification
- unlabeled data
- collaborative filtering
- text categorization
- text classification
- multiple sources
- reinforcement learning
- multi task
- sentiment classification
- class labels
- test data
- learning algorithm
- supervised learning
- semi supervised
- concept space
- databases
- information retrieval
- probabilistic model
- data points
- cross lingual
- document classification
- domain specific
- machine learning algorithms