Enhancing Active Learning with Weak Supervision and Transfer Learning by Leveraging Information and Knowledge Sources.
Lukas RauchDenis HuseljicBernhard SickPublished in: IAL@PKDD/ECML (2022)
Keyphrases
- knowledge sources
- transfer learning
- active learning
- domain knowledge
- labeled data
- database
- artificial intelligence
- general purpose
- domain specific
- information sources
- semi supervised learning
- previously learned
- cross domain
- knowledge transfer
- learning tasks
- prior knowledge
- data analysis
- knowledge base
- machine learning
- data sets