 | 2012 |
|---|
| 9 |       | Marco Grzegorczyk,
Dirk Husmeier:
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters.
Journal of Machine Learning Research - Proceedings Track 22: 467-476 (2012) |
| 2011 |
|---|
| 8 | | Marco Grzegorczyk,
Dirk Husmeier:
Improvements in the reconstruction of time-varying gene regulatory networks: dynamic programming and regularization by information sharing among genes.
Bioinformatics 27(5): 693-699 (2011) |
| 7 | | Marco Grzegorczyk,
Dirk Husmeier:
Non-homogeneous dynamic Bayesian networks for continuous data.
Machine Learning 83(3): 355-419 (2011) |
| 2010 |
|---|
| 6 | | Marco Grzegorczyk,
Dirk Husmeier,
Jörg Rahnenführer:
Modelling Nonstationary Gene Regulatory Processes.
Adv. Bioinformatics 2010: (2010) |
| 2009 |
|---|
| 5 | | Marco Grzegorczyk,
Dirk Husmeier:
Non-stationary continuous dynamic Bayesian networks.
NIPS 2009: 682-690 |
| 4 | | Marco Grzegorczyk,
Dirk Husmeier:
Avoiding Spurious Feedback Loops in the Reconstruction of Gene Regulatory Networks with Dynamic Bayesian Networks.
PRIB 2009: 113-124 |
| 2008 |
|---|
| 3 | | Marco Grzegorczyk,
Dirk Husmeier,
Kieron D. Edwards,
Peter Ghazal,
Andrew J. Millar:
Modelling non-stationary gene regulatory processes with a non-homogeneous Bayesian network and the allocation sampler.
Bioinformatics 24(18): 2071-2078 (2008) |
| 2 | | Marco Grzegorczyk,
Dirk Husmeier:
Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move.
Machine Learning 71(2-3): 265-305 (2008) |
| 2006 |
|---|
| 1 | | Adriano Velasque Werhli,
Marco Grzegorczyk,
Dirk Husmeier:
Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical gaussian models and bayesian networks.
Bioinformatics 22(20): 2523-2531 (2006) |
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