Remote Homology Detection in Proteins Using Graphical Models
Noah M. DanielsPublished in: CoRR (2013)
Keyphrases
- graphical models
- remote homology detection
- protein sequences
- protein classification
- amino acid sequences
- psi blast
- protein function
- amino acids
- belief propagation
- computational biology
- probabilistic model
- probabilistic inference
- protein structure
- approximate inference
- string kernels
- structure learning
- conditional random fields
- bayesian networks
- protein structure prediction
- sequence analysis
- protein secondary structure prediction
- secondary structure
- multi class
- kernel methods
- molecular biology
- protein families
- protein interaction
- feature selection