| 2008 |
| 5 | EE | Carsten Riggelsen:
Learning Bayesian Networks: A MAP Criterion for Joint Selection of Model Structure and Parameter.
ICDM 2008: 522-529 |
| 2007 |
| 4 | EE | Carsten Riggelsen,
Matthias Ohrnberger,
Frank Scherbaum:
Dynamic Bayesian Networks for Real-Time Classification of Seismic Signals.
PKDD 2007: 565-572 |
| 2006 |
| 3 | EE | Carsten Riggelsen:
Learning Bayesian Networks from Incomplete Data: An Efficient Method for Generating Approximate Predictive Distributions.
SDM 2006 |
| 2 | EE | Carsten Riggelsen:
Learning parameters of Bayesian networks from incomplete data via importance sampling.
Int. J. Approx. Reasoning 42(1-2): 69-83 (2006) |
| 2005 |
| 1 | EE | Carsten Riggelsen:
MCMC Learning of Bayesian Network Models by Markov Blanket Decomposition.
ECML 2005: 329-340 |