Retention time alignment algorithms for LC/MS data must consider non-linear shifts.
Katharina PodwojskiArno FritschDaniel C. ChamradWolfgang PaulBarbara SitekKai StühlerPetra MutzelChristian StephanHelmut E. MeyerWolfgang UrferKatja IckstadtJörg RahnenführerPublished in: Bioinform. (2009)
Keyphrases
- data sets
- data mining algorithms
- original data
- database
- data structure
- noisy data
- data collection
- input data
- data reduction
- complex data
- data distribution
- synthetic data
- high dimensional data
- data mining techniques
- optimization problems
- data points
- data sources
- data mining
- data analysis
- computational complexity
- high quality
- training data
- neural network
- knowledge discovery
- incomplete data
- learning algorithm
- database systems
- raw data
- experimental data
- missing data
- labeled data
- long term
- data processing
- significant improvement