Jens Dalgaard Nielsen

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