Bayesian networks in environmental modelling PA Aguilera, A Fernández, R Fernández, R Rumí, A Salmerón Environmental Modelling & Software 26 (12), 1376-1388, 2011 | 767 | 2011 |
Mixtures of truncated exponentials in hybrid Bayesian networks S Moral, R Rumí, A Salmerón Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 6th …, 2001 | 296 | 2001 |
Elvira: An environment for creating and using probabilistic graphical models E Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002 | 186 | 2002 |
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009 | 139 | 2009 |
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 | 107 | 2010 |
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012 | 104 | 2012 |
Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials BR Cobb, PP Shenoy, R Rumí Statistics and Computing 16, 293-308, 2006 | 94 | 2006 |
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 | 84 | 2006 |
Approximating the distribution of a sum of log-normal random variables BR Cobb, R Rumí, A Salmerón Statistics and Computing 16 (3), 293-308, 2012 | 82 | 2012 |
Estimating mixtures of truncated exponentials in hybrid Bayesian networks R Rumí, A Salmerón, S Moral Test 15 (2), 397-421, 2006 | 72 | 2006 |
A review of inference algorithms for hybrid Bayesian networks A Salmerón, R Rumí, H Langseth, TD Nielsen, AL Madsen Journal of Artificial Intelligence Research 62, 799-828, 2018 | 68 | 2018 |
Bayesian network models with discrete and continuous variables BR Cobb, R Rumí, A Salmerón Advances in probabilistic graphical models, 81-102, 2007 | 66 | 2007 |
Approximate probability propagation with mixtures of truncated exponentials R Rumí, A Salmerón International Journal of Approximate Reasoning 45 (2), 191-210, 2007 | 65 | 2007 |
Inventory management with log-normal demand per unit time BR Cobb, R Rumí, A Salmerón Computers & Operations Research 40 (7), 1842-1851, 2013 | 62 | 2013 |
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 | 54 | 2003 |
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 | 45 | 2010 |
Estimating mixtures of truncated exponentials from data S Moral, R Rumı, A Salmeron Proceedings of the First European Workshop on Probabilistic Graphical Models …, 2002 | 41 | 2002 |
Regression using hybrid Bayesian networks: Modelling landscape–socioeconomy relationships RF Ropero, PA Aguilera, A Fernández, R Rumí Environmental modelling & software 57, 127-137, 2014 | 34 | 2014 |
Modelling uncertainty in social–natural interactions RF Ropero, R Rumí, PA Aguilera Environmental modelling & software 75, 362-372, 2016 | 25 | 2016 |
Maximum likelihood learning of conditional MTE distributions H Langseth, TD Nielsen, R Rumí, A Salmerón Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 10th …, 2009 | 22 | 2009 |