Transfer Learning for Time Series Classification Using Synthetic Data Generation.
Yarden RotemNathaniel ShimoniLior RokachBracha ShapiraPublished in: CSCML (2022)
Keyphrases
- transfer learning
- data generation
- active learning
- learning tasks
- labeled data
- knowledge transfer
- semi supervised learning
- reinforcement learning
- co training
- machine learning
- data streams
- cross domain
- text categorization
- learning algorithm
- domain adaptation
- unlabeled data
- collaborative filtering
- transfer knowledge
- text classification
- multi task
- streaming data
- machine learning algorithms
- high throughput
- text mining
- target domain
- knowledge discovery
- transferring knowledge
- supervised learning
- training data
- cross domain learning