Conditional Random Fields for Protein Function Prediction.
Thies GehrmannMarco LoogMarcel J. T. ReindersDick de RidderPublished in: PRIB (2013)
Keyphrases
- conditional random fields
- protein function prediction
- computational methods
- multi label
- graphical models
- probabilistic model
- hidden markov models
- markov random field
- generative model
- integrating multiple
- microarray
- protein function
- information extraction
- pairwise
- higher order
- protein protein interactions
- biological networks
- approximate inference
- protein structure
- web page prediction
- image classification
- image processing
- computer vision
- graph cuts
- machine learning
- multi class
- information retrieval