A genetic algorithm-Bayesian network approach for the analysis of metabolomics and spectroscopic data: application to the rapid detection of Bacillus spores and identification of Bacillus species.
Elon Santos CorreaRoyston GoodacrePublished in: BMC Bioinform. (2011)
Keyphrases
- data analysis
- statistical analysis
- empirical data
- bayesian networks
- data sets
- genetic algorithm
- original data
- high quality
- high dimensional data
- database
- data collection
- data structure
- application specific
- data points
- databases
- data quality
- raw data
- data acquisition
- correlation analysis
- hidden variables
- neural network
- missing values
- object detection
- false positives
- synthetic data
- prior knowledge
- detection method
- input data