Exploring Active Learning Based on Representativeness and Uncertainty for Biomedical Data Classification.
Rafael Staiger BressanGuilherme CamargoPedro Henrique BugattiPriscila Tiemi Maeda SaitoPublished in: IEEE J. Biomed. Health Informatics (2019)
Keyphrases
- biomedical data
- active learning
- machine learning
- supervised learning
- semi supervised
- knowledge driven
- feature space
- feature selection
- decision trees
- support vector
- data mining methods
- feature extraction
- training set
- learning algorithm
- classification algorithm
- classification rules
- dimensionality reduction
- machine learning methods
- life sciences
- data sets