Carsten Riggelsen

Publication Activity (10 Years)

Years Active: 2005-2013
Publications (10 Years): 0

Top Venues

ICANN (2)

ESANN

ICAISC (2)

CIEL

Utrecht University, Netherlands (PHD)

Education History

Utrecht University, Netherlands

PHD

Publications

Nikolaos Gianniotis, Carsten Riggelsen
Visualisation of high-dimensional data using an ensemble of neural networks. CIEL (2013)
Kristin Vogel, Carsten Riggelsen, Nicolas Kuehn, Frank Scherbaum
Graphical Models as Surrogates for Complex Ground Motion Models. ICAISC (2) (2012)
Marcel Hermkes, Nicolas Kuehn, Carsten Riggelsen
learning task relatedness via dirichlet process priors for linear regression models. ESANN (2012)
Nikolaos Gianniotis, Carsten Riggelsen, Nicolas Kühn, Frank Scherbaum
Autoencoding Ground Motion Data for Visualisation. ICANN (2) (2012)
Lilian Blaser, Matthias Ohrnberger, Carsten Riggelsen, Frank Scherbaum
Bayesian Belief Network for Tsunami Warning Decision Support. ECSQARU (2009)
Andreas Köhler, Matthias Ohrnberger, Carsten Riggelsen, Frank Scherbaum
Unsupervised Feature Selection for Pattern Discovery in Seismic Wavefields. FSDM (2008)
Carsten Riggelsen
Learning Bayesian Networks: A MAP Criterion for Joint Selection of Model Structure and Parameter. ICDM (2008)
Carsten Riggelsen, Matthias Ohrnberger, Frank Scherbaum
Dynamic Bayesian Networks for Real-Time Classification of Seismic Signals. PKDD (2007)
Carsten Riggelsen
Learning parameters of Bayesian networks from incomplete data via importance sampling. Int. J. Approx. Reason. 42 (1-2) (2006)
Carsten Riggelsen
Learning Bayesian Networks from Incomplete Data: An Efficient Method for Generating Approximate Predictive Distributions. SDM (2006)
Carsten Riggelsen, Ad Feelders
Learning Bayesian Network Models from Incomplete Data using Importance Sampling. AISTATS (2005)
Carsten Riggelsen
MCMC Learning of Bayesian Network Models by Markov Blanket Decomposition. ECML (2005)

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Publication Activity (10 Years)

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Carsten Riggelsen