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  1. Normalization regarding non-random missing values in high-throughput mass spectrometry data
  2. NormalyzerDE: Online Tool for Improved Normalization of Omics Expression Data and High-Sensitivity Differential Expression Analysis
  3. OpenMS: a flexible open-source software platform for mass spectrometry data analysis
  4. Optimization and profile calculation of ODE models using second order adjoint sensitivity analysis
  5. Optimization and uncertainty analysis of ODE models using second order adjoint sensitivity analysis
  6. Optimization of miRNA-seq data preprocessing
  7. Parameter Estimation and Variable Selection for Big Systems of Linear Ordinary Differential Equations: A Matrix-Based Approach
  8. Parameter estimation in large-scale systems biology models: a parallel and self-adaptive cooperative strategy
  9. Parameter estimation in models of biological oscillators: an automated regularised estimation approach
  10. Parameter estimation with bio-inspired meta-heuristic optimization: modeling the dynamics of endocytosis
  11. Peak alignment using wavelet pattern matching and differential evolution
  12. Peakbin selection in mass spectrometry data using a consensus approach with estimation of distribution algorithms
  13. Performance Evaluation and Online Realization of Data-driven Normalization Methods Used in LC/MS based Untargeted Metabolomics Analysis
  14. Predicting Breast Cancer Survivability Using Data Mining Techniques
  15. Preprocessing of tandem mass spectrometric data to support automatic protein identification
  16. Prevention, diagnosis and treatment of high-throughput sequencing data pathologies
  17. Project 20 Benchmark Problems for Modelling Intracellular Processes
  18. Project Imputation in Proteomics
  19. Recursive partitioning for missing data imputation in the presence of interaction effects
  20. Recursive partitioning for missing data imputation in the presence of interaction effects.

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