Semi-supervised Protein Classification Using Cluster Kernels.
Jason WestonChristina S. LeslieDengyong ZhouAndré ElisseeffWilliam Stafford NoblePublished in: NIPS (2003)
Keyphrases
- protein classification
- semi supervised
- protein sequences
- string kernels
- semi supervised learning
- kernel methods
- clustering algorithm
- multi class
- pairwise
- supervised learning
- computational biology
- multiple kernel learning
- remote homology detection
- labeled data
- data points
- svm classifier
- unlabeled data
- protein structure
- unsupervised learning
- active learning
- grammatical inference
- suffix tree
- sequence alignment
- pairwise constraints
- protein families
- feature space