Rafael Rumí
Rafael Rumí
Associate Professor, University of Almería
Verified email at ual.es
TitleCited byYear
Bayesian networks in environmental modelling
PA Aguilera, A Fernández, R Fernández, R Rumí, A Salmerón
Environmental Modelling & Software 26 (12), 1376-1388, 2011
4192011
Mixtures of truncated exponentials in hybrid Bayesian networks
S Moral, R Rumí, A Salmerón
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2001
2492001
Elvira: An environment for creating and using probabilistic graphical models
E Consortium
Proceedings of the first European workshop on probabilistic graphical models …, 2002
1662002
Inference in hybrid Bayesian networks
H Langseth, TD Nielsen, R Rumí, A Salmerón
Reliability Engineering & System Safety 94 (10), 1499-1509, 2009
1022009
Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials
BR Cobb, PP Shenoy, R Rumí
Statistics and Computing 16 (3), 293-308, 2006
812006
Mixtures of truncated basis functions
H Langseth, TD Nielsen, R Rumı, A Salmerón
International Journal of Approximate Reasoning 53 (2), 212-227, 2012
692012
Learning hybrid Bayesian networks using mixtures of truncated exponentials
V Romero, R Rumí, A Salmerón
International Journal of Approximate Reasoning 42 (1-2), 54-68, 2006
652006
Hybrid Bayesian network classifiers: Application to species distribution models
PA Aguilera, A Fernández, F Reche, R Rumí
Environmental Modelling & Software 25 (12), 1630-1639, 2010
602010
Approximate probability propagation with mixtures of truncated exponentials
R Rumí, A Salmerón
International Journal of Approximate Reasoning 45 (2), 191-210, 2007
562007
Estimating mixtures of truncated exponentials in hybrid Bayesian networks
R Rumí, A Salmerón, S Moral
Test 15 (2), 397, 2006
532006
Approximating conditional MTE distributions by means of mixed trees
S Moral, R Rumí, A Salmerón
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2003
512003
Approximating the distribution of a sum of log-normal random variables
BR Cobb, R Rumi, A Salmerón
Statistics and Computing 16 (3), 293-308, 2012
442012
Learning mixtures of truncated basis functions from data
H Langseth, TD Nielsen, I Pérez-Bernabé, A Salmerón
International Journal of Approximate Reasoning 55 (4), 940-956, 2014
39*2014
Parameter estimation and model selection for mixtures of truncated exponentials
H Langseth, TD Nielsen, R Rumı, A Salmerón
International Journal of Approximate Reasoning 51 (5), 485-498, 2010
392010
Bayesian network models with discrete and continuous variables
BR Cobb, R Rumí, A Salmerón
Advances in probabilistic graphical models, 81-102, 2007
382007
Inventory management with log-normal demand per unit time
BR Cobb, R Rumí, A SalmeróN
Computers & Operations Research 40 (7), 1842-1851, 2013
362013
Estimating mixtures of truncated exponentials from data
S Moral, R Rumı, A Salmeron
Proceedings of the First European Workshop on Probabilistic Graphical Models …, 2002
362002
Maximum likelihood learning of conditional MTE distributions
H Langseth, TD Nielsen, R Rumí, A Salmerón
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2009
172009
Regression using hybrid Bayesian networks: Modelling landscape–socioeconomy relationships
RF Ropero, PA Aguilera, A Fernández, R Rumí
Environmental modelling & software 57, 127-137, 2014
162014
Supervised classification using probabilistic decision graphs
JD Nielsen, R Rumí, A Salmerón
Computational Statistics & Data Analysis 53 (4), 1299-1311, 2009
162009
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