Addressing the unmet need for visualizing Conditional Random Fields in Biological Data.
William C. RaySamuel L. WolockNicholas W. CallahanMin DongQ. Quinn LiChun LiangThomas J. MaglieryChristopher W. BartlettPublished in: CoRR (2014)
Keyphrases
- biological data
- conditional random fields
- high throughput
- graphical models
- hidden markov models
- data analysis
- markov random field
- probabilistic model
- higher order
- generative model
- microarray data
- information extraction
- statistical methods
- pairwise
- sequence labeling
- crf model
- gene regulatory networks
- data integration
- data sources
- data sets
- gene expression
- business intelligence
- supervised learning
- information retrieval
- machine learning