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 |