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Florian develops statistical and mathematical models of complex biological systems and analyzes large-scale molecular data. His research interests range from the analysis of microarray data in clinical settings to inference of cellular networks from high-throughput gene perturbation screens and integration of heterogeneous data sources using machine learning techniques and probabilistic graphical models.
Reconstructing networks from experimental and natural genetic perturbations
as author at Learning and Inference in Computational Systems Biology (LICSB), Warwick 2010,