Unravelling the Architecture of Membrane Proteins with Conditional Random Fields.
Lior LukovSanjay ChawlaWei LiuBrett ChurchGaurav PandeyPublished in: CoRR (2020)
Keyphrases
- conditional random fields
- random fields
- graphical models
- hidden markov models
- markov random field
- probabilistic model
- sequence labeling
- maximum entropy
- pairwise
- information extraction
- higher order
- image labeling
- crf model
- generative model
- protein fold recognition
- living cells
- web page prediction
- semi markov
- parameter learning
- amino acid sequences
- markov models
- structured prediction
- error correcting output coding
- protein structure prediction
- protein sequences
- multi class
- markov networks
- biological data
- approximate inference
- named entity recognition
- belief propagation
- contextual features
- segmentation method
- similarity measure