Marco Grzegorczyk
Marco Grzegorczyk
Geverifieerd e-mailadres voor rug.nl
Titel
Geciteerd door
Geciteerd door
Jaar
Wisdom of crowds for robust gene network inference
D Marbach, JC Costello, R Küffner, NM Vega, RJ Prill, DM Camacho, ...
Nature methods 9 (8), 796-804, 2012
13342012
Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical Gaussian models and Bayesian networks
AV Werhli, M Grzegorczyk, D Husmeier
Bioinformatics 22 (20), 2523-2531, 2006
3902006
Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move
M Grzegorczyk, D Husmeier
Machine Learning 71 (2-3), 265, 2008
1382008
Modelling non-stationary gene regulatory processes with a non-homogeneous Bayesian network and the allocation sampler
M Grzegorczyk, D Husmeier, KD Edwards, P Ghazal, AJ Millar
Bioinformatics 24 (18), 2071-2078, 2008
932008
Non-stationary continuous dynamic Bayesian networks
M Grzegorczyk, D Husmeier
Curran Associates, 2009
902009
Improvements in the reconstruction of time-varying gene regulatory networks: dynamic programming and regularization by information sharing among genes
M Grzegorczyk, D Husmeier
Bioinformatics 27 (5), 693-699, 2011
812011
Non-homogeneous dynamic Bayesian networks for continuous data
M Grzegorczyk, D Husmeier
Machine Learning 83 (3), 355-419, 2011
752011
Statistics for proteomics: a review of tools for analyzing experimental data
W Urfer, M Grzegorczyk, K Jung
Proteomics 6 (S2), 48-55, 2006
662006
Nonparametric bayesian networks
K Ickstadt, B Bornkamp, M Grzegorczyk, J Wieczorek, MR Sheriff, ...
Bayesian Stat 9, 283, 2011
342011
An introduction to Gaussian Bayesian networks
M Grzegorczyk
Systems Biology in Drug Discovery and Development, 121-147, 2010
322010
Statistical inference of regulatory networks for circadian regulation
A Aderhold, D Husmeier, M Grzegorczyk
Statistical applications in genetics and molecular biology 13 (3), 227-273, 2014
312014
Non-invasive detection of colorectal tumours by the combined application of molecular diagnosis and the faecal occult blood test
N Kutzner, I Hoffmann, C Linke, T Thienel, M Grzegorczyk, W Urfer, ...
Cancer letters 229 (1), 33-41, 2005
302005
Reverse engineering gene regulatory networks with various machine learning methods
M Grzegorczyk, D Husmeier, A Werhli
Analysis of Microarray Data. Weinheim: Wiley-VCH, 101-142, 2008
272008
A non-homogeneous dynamic Bayesian network with a hidden Markov model dependency structure among the temporal data points
M Grzegorczyk
Machine learning 102 (2), 155-207, 2016
232016
A non-homogeneous dynamic Bayesian network with sequentially coupled interaction parameters for applications in systems and synthetic biology
M Grzegorczyk, D Husmeier
Statistical applications in genetics and molecular biology 11 (4), Art. 7, 2012
232012
Regularization of non-homogeneous dynamic Bayesian networks with global information-coupling based on hierarchical Bayesian models
M Grzegorczyk, D Husmeier
Machine Learning 91 (1), 105-154, 2013
202013
Approximate Bayesian inference in semi-mechanistic models
A Aderhold, D Husmeier, M Grzegorczyk
Statistics and Computing 27 (4), 1003-1040, 2017
162017
Absolute β-catenin concentrations in Wnt pathway-stimulated and non-stimulated cells
S Sievers, C Fritzsch, M Grzegorczyk, C Kuhnen, O Müller
Biomarkers 11 (3), 270-278, 2006
162006
Modelling non-stationary dynamic gene regulatory processes with the BGM model
M Grzegorczyk, D Husmeier, J Rahnenführer
Computational Statistics 26 (2), 199-218, 2011
152011
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
M Grzegorzyk, D Husmeier
Artificial Intelligence and Statistics, 467-476, 2012
112012
Het systeem kan de bewerking nu niet uitvoeren. Probeer het later opnieuw.
Artikelen 1–20