Designing experiments from noisy metabolomics data to refine constraint-based models.
Laurence YangRadhakrishnan MahadevanWilliam R. CluettPublished in: ACC (2010)
Keyphrases
- data sets
- data collection
- prior knowledge
- learning models
- database
- synthetic data
- data analysis
- training data
- original data
- statistical methods
- high quality
- historical data
- incomplete data
- neural network
- complex data
- data quality
- data objects
- experimental data
- data processing
- data structure
- statistical models
- raw data
- complex systems
- machine learning
- noisy data
- statistical analysis
- data sources
- hidden markov models
- empirical data