Jens Dalgaard Nielsen

According to our database, Jens Dalgaard Nielsen authored at least 11 papers between 2003 and 2014.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2014

A tool based on Bayesian networks for supporting geneticists in plant improvement by controlled pollination.

Jens Dalgaard Nielsen, Antonio Salmerón, José A. Gámez

Int. J. Approx. Reason., 2014

An inclusion optimal algorithm for chain graph structure learning.

José M. Peña, Dag Sonntag, Jens Dalgaard Nielsen

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2012

Modelling and inference with Conditional Gaussian Probabilistic Decision Graphs.

Jens Dalgaard Nielsen, José A. Gámez, Antonio Salmerón

Int. J. Approx. Reason., 2012

2010

Learning Bayesian Networks for Regression from Incomplete Databases.

Antonio Fernández, Jens Dalgaard Nielsen, Antonio Salmerón

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010

Structural-EM for learning PDG models from incomplete data.

Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón

Int. J. Approx. Reason., 2010

Conditional Gaussian Probabilistic Decision Graphs.

Jens Dalgaard Nielsen, Antonio Salmerón Cerdán

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

2009

Supervised classification using probabilistic decision graphs.

Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón

Comput. Stat. Data Anal., 2009

The PDG-Mixture Model for Clustering.

M. Julia Flores, José A. Gámez, Jens Dalgaard Nielsen

Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

2006

Learning probabilistic decision graphs.

Manfred Jaeger, Jens Dalgaard Nielsen, Tomi Silander

Int. J. Approx. Reason., 2006

An Empirical Study of Efficiency and Accuracy of Probabilistic Graphical Models.

Jens Dalgaard Nielsen, Manfred Jaeger

Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006

2003

On Local Optima in Learning Bayesian Networks.

Jens Dalgaard Nielsen, Tomás Kocka, José M. Peña

Proceedings of the UAI '03, 2003