A semi-supervised approach using label propagation to support citation screening.
Georgios KontonatsiosAustin J. BrockmeierPiotr PrzybylaJohn McNaughtTingting MuJohn Yannis GoulermasSophia AnaniadouPublished in: J. Biomed. Informatics (2017)
Keyphrases
- label propagation
- semi supervised
- semi supervised learning
- labeled data
- transductive learning
- unlabeled data
- pairwise
- unsupervised learning
- pairwise constraints
- supervised learning
- active learning
- label information
- spectral clustering
- semi supervised learning algorithms
- semi supervised classification
- constrained spectral clustering
- graph based semi supervised learning
- graph construction
- community detection
- labeled examples
- co training
- data clustering
- label propagation algorithm
- decision trees