A Bayesian method for identifying missing enzymes in predicted metabolic pathway databases.
Michelle L. GreenPeter D. KarpPublished in: BMC Bioinform. (2004)
Keyphrases
- metabolic pathways
- bayesian methods
- databases
- biological data
- biological systems
- systems biology
- computational biology
- escherichia coli
- bayesian framework
- high throughput
- machine learning
- knowledge discovery
- missing data
- model selection
- missing values
- gaussian processes
- complex structures
- data integration
- hyperparameters
- data management
- machine learning methods
- data sources
- gene regulatory networks
- machine learning algorithms
- biologically inspired
- active learning
- support vector
- feature selection