Evaluation of normalization methods for analysis of LC-MS data.
Mohammad R. Nezami RanjbarYi ZhaoMahlet G. TadesseYue Joseph WangHabtom W. RessomPublished in: BIBM Workshops (2012)
Keyphrases
- data analysis
- data sets
- data analysis tasks
- raw data
- database
- original data
- multiple sources
- synthetic data
- statistical analysis
- data mining techniques
- data representations
- data sources
- computer systems
- high dimensional data
- data mining methods
- data structure
- training data
- data mining
- statistical methods
- missing values
- data processing
- noisy data
- evaluation methods
- evaluation measures
- descriptive statistics
- data quality
- gold standard
- empirical data
- experimental data
- correlation analysis
- machine learning methods
- data acquisition
- spatial data
- benchmark datasets
- input data
- knowledge discovery
- probability distribution
- end users
- preprocessing
- information retrieval
- high quality