Marco Grzegorczyk

Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical gaussian models and bayesian networks

Adriano Velasque Werhli, Marco Grzegorczyk, Dirk Husmeier · Bioinformatics · 2006 · 341 citations · Full text

Improvements in the reconstruction of time-varying gene regulatory networks: dynamic programming and regularization by information sharing among genes

Marco Grzegorczyk, Dirk Husmeier · Bioinformatics · 2010 · 89 citations · Full text

Modelling non-stationary gene regulatory processes with a non-homogeneous Bayesian network and the allocation sampler

Marco Grzegorczyk, Dirk Husmeier, Kieron D. Edwards et al. · Bioinformatics · 2008 · 70 citations · Full text

A Non-Homogeneous Dynamic Bayesian Network with Sequentially Coupled Interaction Parameters for Applications in Systems and Synthetic Biology

Marco Grzegorczyk, Dirk Husmeier · Statistical Applications in Genetics and Molecular Biology · 2012 · 33 citations

Engineering, Bayesian Regularization Scheme, Network Analysis +19

Statistical inference of regulatory networks for circadian regulation

Andrej Aderhold, Dirk Husmeier, Marco Grzegorczyk · Statistical Applications in Genetics and Molecular Biology · 2014 · 28 citations

Engineering, Genetics, Homeostatic Mechanism +22