Downstream-Pretext Domain Knowledge Traceback for Active Learning.
Beichen ZhangLiang LiZheng-Jun ZhaJiebo LuoQingming HuangPublished in: CoRR (2024)
Keyphrases
- active learning
- domain knowledge
- selective sampling
- random sampling
- learning algorithm
- domain experts
- learning strategies
- relevance feedback
- machine learning
- training examples
- supply chain
- supervised learning
- batch mode active learning
- learning process
- domain specific knowledge
- active learning strategies
- prior knowledge
- semi supervised learning
- labeled data
- training data
- experimental design
- semi supervised
- control knowledge
- sample selection
- batch mode
- imbalanced data classification
- background knowledge
- domain ontology
- transfer learning
- training set
- knowledge acquired
- music emotion classification
- ddos attacks
- domain theory
- decision trees
- knowledge sources
- case study
- online learning