Homepage of Ann-Kristin Becker

A.-K. Becker


Research Interests

Ongoing Research Projects

Integrative Bayesian Network Analysis of High-Dimensional Healthcare Data

Development of appropriate methods for causal discovery in high-dimensional, incomplete health-care data

Proteomics | Cooperation project GRK 1870

Time-series analysis of Mass Spectrometry-based Proteomics
to study long-term intracellular adaptations of Staphylococcus aureus in human bronchial epithelial cells


Becker A.-K., Holzmann H. (2019)
Nonparametric identification in the dynamic stochastic block model.
IEEE Transactions on Information Theory, vol. 65, no. 7, pp. 4335-4344;,

Palma Medina L. M., Becker A.-K., Michalik S., Yedavally H., Raineri E. J., Hildebrandt P., Gesell Salazar M., Surmann K., Pförtner H., Mekonnen S., Salvati A., Kaderali L., van Dijl J. M. and Völker U. (2019)
Metabolic cross-talk between human bronchial epithelial cells and internalized Staphylococcus aureus as a driver for infection.
Molecular & Cellular Proteomics, 18.5 (2019): 892-908;

Becker A.-K., Erfle H., Gunkel M., Beil N., Lisaukas T., Kaderali L., Starkuviene V. (2018)
Comparison of cell arrays and multi-well plates in microscopy-based screening.
High-Throughput 2018, 7(2), 13;


Nonparametric identification and estimation in static and dynamic stochastic networks

Master Thesis, 2017

Stabile Verteilungen und verallgemeinerter zentraler Grenzwertsatz

Bachelor Thesis, 2015