Semi-supervised Ensemble Learning with Weak Supervision for Biomedical Relationship Extraction.
Antonios Minas KrasakisEvangelos KanoulasGeorge TsatsaronisPublished in: AKBC (2019)
Keyphrases
- ensemble learning
- semi supervised
- unlabeled data
- semi supervised learning
- generalization ability
- ensemble methods
- information extraction
- labeled data
- ensemble classifier
- mutual subspace method
- base classifiers
- pairwise
- concept drift
- random forest
- learning algorithm
- supervised learning
- weak learners
- benchmark datasets
- text categorization
- text mining
- principal component analysis
- active learning