Incremental Kernel Machines for Protein Remote Homology Detection.
Lionel MorgadoCarlos PereiraPublished in: HAIS (2009)
Keyphrases
- remote homology detection
- kernel machines
- protein sequences
- protein classification
- support vector
- string kernels
- semi supervised
- kernel methods
- multiple kernel learning
- kernel function
- support vector machine
- psi blast
- learning machines
- semi supervised learning
- secondary structure
- learning problems
- learning algorithm
- computational biology
- amino acid sequences
- amino acids
- protein families
- active learning
- feature selection