Jens Dalgaard Nielsen

Publication Activity (10 Years)

Years Active: 2003-2014
Publications (10 Years): 0

Top Topics

Learning Bayesian Networks

Conditional Probabilities

Bayesian Reasoning

Graph Structure

Top Venues

Int. J. Approx. Reason.

Publications

Jens Dalgaard Nielsen, Antonio Salmerón, José A. Gámez
A tool based on Bayesian networks for supporting geneticists in plant improvement by controlled pollination. Int. J. Approx. Reason. 55 (1) (2014)
José M. Peña, Dag Sonntag, Jens Dalgaard Nielsen
An inclusion optimal algorithm for chain graph structure learning. AISTATS (2014)
Jens Dalgaard Nielsen, José A. Gámez, Antonio Salmerón
Modelling and inference with Conditional Gaussian Probabilistic Decision Graphs. Int. J. Approx. Reason. 53 (7) (2012)
Jens Dalgaard Nielsen, Tomas Kocka, José M. Peña
On Local Optima in Learning Bayesian Networks CoRR (2012)
Antonio Fernández, Jens Dalgaard Nielsen, Antonio Salmerón
Learning Bayesian Networks for Regression from Incomplete Databases. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 18 (1) (2010)
Jens Dalgaard Nielsen, Antonio Salmerón Cerdán
Conditional Gaussian Probabilistic Decision Graphs. FLAIRS Conference (2010)
Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón
Structural-EM for learning PDG models from incomplete data. Int. J. Approx. Reason. 51 (5) (2010)
M. Julia Flores, José A. Gámez, Jens Dalgaard Nielsen
The PDG-Mixture Model for Clustering. DaWaK (2009)
Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón
Supervised classification using probabilistic decision graphs. Comput. Stat. Data Anal. 53 (4) (2009)
Manfred Jaeger, Jens Dalgaard Nielsen, Tomi Silander
Learning probabilistic decision graphs. Int. J. Approx. Reason. 42 (1-2) (2006)
Jens Dalgaard Nielsen, Manfred Jaeger
An Empirical Study of Efficiency and Accuracy of Probabilistic Graphical Models. Probabilistic Graphical Models (2006)
Jens Dalgaard Nielsen, Tomás Kocka, José M. Peña
On Local Optima in Learning Bayesian Networks. UAI (2003)