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ORCIDJens Dalgaard Nielsen
Person information
- affiliation: University of Castilla-La Mancha, Spain
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Journal Articles
- 2014
[j6]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): 74-83 (2014)- 2012
- [j5]Jens Dalgaard Nielsen, José A. Gámez, Antonio Salmerón:
Modelling and inference with Conditional Gaussian Probabilistic Decision Graphs. Int. J. Approx. Reason. 53(7): 929-945 (2012) - 2010
- [j4]Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón:
Structural-EM for learning PDG models from incomplete data. Int. J. Approx. Reason. 51(5): 515-530 (2010) - [j3]Antonio Fernández, Jens Dalgaard Nielsen, Antonio Salmerón:
Learning Bayesian Networks for Regression from Incomplete Databases. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 18(1): 69-86 (2010) - 2009
- [j2]Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón:
Supervised classification using probabilistic decision graphs. Comput. Stat. Data Anal. 53(4): 1299-1311 (2009) - 2006
- [j1]Manfred Jaeger, Jens Dalgaard Nielsen, Tomi Silander:
Learning probabilistic decision graphs. Int. J. Approx. Reason. 42(1-2): 84-100 (2006)
Conference and Workshop Papers
- 2014
- [c5]José M. Peña, Dag Sonntag, Jens Dalgaard Nielsen:
An inclusion optimal algorithm for chain graph structure learning. AISTATS 2014: 778-786 - 2010
- [c4]Jens Dalgaard Nielsen, Antonio Salmerón Cerdán:
Conditional Gaussian Probabilistic Decision Graphs. FLAIRS 2010 - 2009
- [c3]M. Julia Flores, José A. Gámez, Jens Dalgaard Nielsen:
The PDG-Mixture Model for Clustering. DaWaK 2009: 378-389 - 2006
- [c2]Jens Dalgaard Nielsen, Manfred Jaeger:
An Empirical Study of Efficiency and Accuracy of Probabilistic Graphical Models. Probabilistic Graphical Models 2006: 215-222 - 2003
- [c1]Jens Dalgaard Nielsen, Tomás Kocka, José M. Peña:
On Local Optima in Learning Bayesian Networks. UAI 2003: 435-442
Informal and Other Publications
- 2012
- [i1]Jens Dalgaard Nielsen, Tomas Kocka, José M. Peña:
On Local Optima in Learning Bayesian Networks. CoRR abs/1212.2500 (2012)
Coauthor Index
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