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- Review, evaluation, and discussion of the challenges of missing value imputation for mass spectrometry-based label-free global proteomics (14:44, 25 February 2020)
- Recursive partitioning for missing data imputation in the presence of interaction effects (14:46, 25 February 2020)
- Optimization and profile calculation of ODE models using second order adjoint sensitivity analysis (14:48, 25 February 2020)
- NOREVA: normalization and evaluation of MS-based metabolomics data (14:58, 25 February 2020)
- Evaluation of Derivative-Free Optimizers for Parameter Estimation in Systems Biology (15:01, 25 February 2020)
- OpenMS: a flexible open-source software platform for mass spectrometry data analysis (15:04, 25 February 2020)
- Performance Evaluation and Online Realization of Data-driven Normalization Methods Used in LC/MS based Untargeted Metabolomics Analysis (15:09, 25 February 2020)
- Benchmark problems for dynamic modeling of intracellular processes (15:13, 25 February 2020)
- A comparison of methods for quantifying prediction uncertainty in systems biology (15:13, 25 February 2020)
- Fast derivatives of likelihood functionals for ODE based models using adjoint-state method (15:20, 25 February 2020)
- Data processing has major impact on the outcome of quantitative label-free LC-MS analysis (15:21, 25 February 2020)
- Missing value estimation methods for DNA microarrays (15:22, 25 February 2020)
- Parameter Estimation and Variable Selection for Big Systems of Linear Ordinary Differential Equations: A Matrix-Based Approach (15:34, 25 February 2020)
- A systematic study of normalization methods for Infinium 450K methylation data using whole-genome bisulfite sequencing data (15:36, 25 February 2020)
- Robust calibration of hierarchical population models for heterogeneous cell populations (15:38, 25 February 2020)
- Efficient parameterization of large-scale dynamic models based on relative measurements (15:39, 25 February 2020)
- Testing structural identifiability by a simple scaling method (15:40, 25 February 2020)
- Tracking for parameter and state estimation in possibly misspecified partially observed linear Ordinary Differential Equations (15:40, 25 February 2020)
- A general modular framework for gene set enrichment analysis (15:40, 25 February 2020)
- Mini-batch optimization enables training of ODE models on large-scale datasets (15:50, 25 February 2020)
