Segmentation Conditional Random Fields (SCRFs): A New Approach for Protein Fold Recognition.
Yan LiuJaime G. CarbonellPeter WeigeleVanathi GopalakrishnanPublished in: RECOMB (2005)
Keyphrases
- protein fold recognition
- conditional random fields
- image labeling
- crf model
- long range
- segmentation method
- key features
- multi class
- graphical models
- probabilistic model
- sequence labeling
- higher order
- image segmentation
- markov random field
- generative model
- hidden markov models
- protein structure prediction
- information extraction
- random fields
- level set
- multiscale
- named entity recognition
- segmentation algorithm
- pairwise
- structured prediction
- semi markov
- machine learning
- object segmentation
- energy function
- superpixels
- natural language processing
- computational biology
- maximum likelihood