Conditional Random Field for Candidate Gene Prioritization.
Bingqing XieGady AgamNatalia MaltsevT. Conrad GilliamPublished in: BCB (2013)
Keyphrases
- conditional random fields
- crf model
- hidden markov models
- long range
- probabilistic model
- higher order
- graphical models
- random fields
- markov random field
- gene expression
- information extraction
- maximum entropy
- pairwise
- microarray
- efficient inference
- approximate inference
- contextual features
- image labeling
- superpixels
- generative model
- markov networks
- structured prediction
- max margin
- semantic segmentation
- sequence classification
- object detection
- undirected graphical models
- gene expression data
- image classification
- supervised training
- prior knowledge