Conditional Random Fields with Least Absolute Shrinkage and Selection Operator to Classifying the Barley Genes Based on Expression Level Affected by the Fungal Infection.
Xiyuan LiuDi GaoGang ShenPublished in: J. Comput. Biol. (2020)
Keyphrases
- conditional random fields
- selection operator
- hidden markov models
- sequence labeling
- probabilistic model
- graphical models
- named entity recognition
- multi objective
- information extraction
- higher order
- generative model
- constrained optimization
- web page prediction
- crf model
- differential evolution
- markov random field
- pairwise
- gene expression data
- prior knowledge
- error correcting output coding
- segmentation method
- structured prediction
- mutation operator
- information retrieval
- genetic algorithm