Active learning for biomedical citation screening.
Byron C. WallaceKevin SmallCarla E. BrodleyThomas A. TrikalinosPublished in: KDD (2010)
Keyphrases
- active learning
- scientific literature
- learning strategies
- selective sampling
- biomedical literature
- machine learning
- semi supervised learning
- scientific articles
- scientific papers
- cervical cancer
- unlabeled data
- biomedical data
- biomedical images
- drug discovery
- active learning strategies
- random sampling
- imbalanced data classification
- training examples
- relevance feedback
- semi supervised
- image analysis
- text mining
- pool based active learning
- age related macular degeneration
- sample selection
- biomedical text
- information extraction
- citation analysis
- learning process
- learning algorithm
- annotation effort
- batch mode active learning
- information retrieval
- supervised learning
- natural language processing
- labeled data