Learning the pattern-based CRF for prediction of a protein local structure.
Zhalgas MukanovRustem TakhanovPublished in: Informatica (Slovenia) (2022)
Keyphrases
- learning process
- learning systems
- reinforcement learning
- learning algorithm
- conditional random fields
- active learning
- inductive inference
- information extraction
- supervised learning
- contact map
- fully connected
- parameter learning
- hidden variables
- amino acids
- random fields
- network structure
- prediction accuracy
- collaborative learning
- graphical models
- semi supervised
- probabilistic model
- hidden markov models
- prior knowledge
- pairwise