Cell-cycle phenotyping with conditional random fields: A case study in Saccharomyces cerevisiae.
Michael B. MayhewAlexander J. HarteminkPublished in: ISBI (2013)
Keyphrases
- conditional random fields
- cell cycle
- saccharomyces cerevisiae
- budding yeast
- systems biology
- protein protein interactions
- experimental conditions
- biological processes
- graphical models
- probabilistic model
- markov random field
- hidden markov models
- pairwise
- information extraction
- biological data
- microarray data
- approximate inference
- regulatory networks
- gene regulatory networks
- protein protein interaction networks
- transcription factors
- markov networks
- molecular biology
- data sets
- biological networks
- structure learning
- gene expression data
- gene expression
- microarray
- feature space