MICAlign: a sequence-to-structure alignment tool integrating multiple sources of information in conditional random fields.
Xuefeng XiaSong ZhangYu SuZhirong SunPublished in: Bioinform. (2009)
Keyphrases
- conditional random fields
- sequence classification
- graphical models
- hidden markov models
- probabilistic model
- undirected graphical models
- multiple sources of information
- information extraction
- sequence labeling
- maximum entropy
- random fields
- higher order
- semi markov
- crf model
- web page prediction
- named entity recognition
- generative model
- markov random field
- markov networks
- markov models
- structured prediction
- segmentation method
- pairwise
- feature vectors
- protein fold recognition
- information retrieval