Graph-based Semi-supervised Gene Mention Tagging.
Golnar SheikhshabElizabeth StarksAly KarsanAnoop SarkarInanç BirolPublished in: BioNLP@ACL (2016)
Keyphrases
- semi supervised
- semi supervised learning
- semi supervised dimensionality reduction
- label propagation
- labeled data
- microarray
- gene expression
- unsupervised learning
- unlabeled data
- active learning
- pairwise
- supervised learning
- gene expression data
- biomedical literature
- graph based semi supervised learning
- gene ontology
- metadata
- semi supervised learning methods
- labeled and unlabeled data
- escherichia coli
- gene selection
- pairwise constraints
- label information
- semi supervised classification
- semi supervised clustering
- gene regulatory networks
- linkage analysis
- metric learning
- graph construction
- regulatory networks
- multi view
- social tagging
- unlabeled samples
- subspace learning
- gene sets
- sequence alignment
- co training
- training data