A Novel Method to Detect Bias in Short Read NGS Data.
Jamie J. AlnasirHugh P. ShanahanPublished in: J. Integr. Bioinform. (2017)
Keyphrases
- synthetic data
- detection method
- input data
- high accuracy
- prior knowledge
- noisy data
- test data
- original data
- statistical methods
- missing data
- data sources
- correlation analysis
- database
- data processing
- cost function
- detection algorithm
- data analysis
- training data
- data sets
- knowledge discovery
- clustering method
- preprocessing
- data structure
- missing values
- high quality
- similarity measure
- principal component analysis
- significant improvement
- objective function
- spectral clustering