Improving peak detection in high-resolution LC/MS metabolomics data using preexisting knowledge and machine learning approach.
Tianwei YuDean P. JonesPublished in: Bioinform. (2014)
Keyphrases
- machine learning
- data analysis
- knowledge discovery
- data collection
- data sets
- raw data
- prior knowledge
- high quality
- database
- high resolution
- input data
- data mining techniques
- learning systems
- synthetic data
- low resolution
- data processing
- domain experts
- xml documents
- background knowledge
- spatial data
- statistical methods
- expert knowledge
- peak detection
- missing data
- text mining
- end users
- data sources
- domain knowledge
- expert systems
- training data
- databases