Nonlinear preprocessing method for detecting peaks from gas chromatograms.
Byonghyo ShimHyeyoung MinSungroh YoonPublished in: BMC Bioinform. (2009)
Keyphrases
- preprocessing
- experimental evaluation
- detection method
- high precision
- clustering method
- high accuracy
- stability analysis
- prior knowledge
- cost function
- computational cost
- support vector machine
- classification method
- segmentation method
- synthetic data
- theoretical analysis
- input data
- significant improvement
- optical flow
- k means
- objective function
- support vector machine svm
- genetic algorithm
- classification accuracy
- feature space
- linear model