Semi-supervised protein classification using cluster kernels.
Jason WestonChristina S. LeslieEugene IeDengyong ZhouAndré ElisseeffWilliam Stafford NoblePublished in: Bioinform. (2005)
Keyphrases
- protein classification
- semi supervised
- protein sequences
- string kernels
- semi supervised learning
- kernel methods
- grammatical inference
- computational biology
- labeled data
- unlabeled data
- clustering algorithm
- active learning
- pairwise
- supervised learning
- multi class
- pairwise constraints
- secondary structure
- amino acids
- protein families
- remote homology detection
- svm classifier
- machine learning
- unsupervised learning
- data points
- sequence alignment
- metric learning
- learning algorithm