Bayesian networks in environmental modelling PA Aguilera, A Fernández, R Fernández, R Rumí, A Salmerón Environmental Modelling & Software 26 (12), 1376-1388, 2011 | 727 | 2011 |
Mixtures of truncated exponentials in hybrid Bayesian networks S Moral, R Rumí, A Salmerón Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 156-167, 2001 | 289 | 2001 |
A survey on Bayesian network structure learning from data M Scanagatta, A Salmerón, F Stella Progress in Artificial Intelligence 8, 425-439, 2019 | 229 | 2019 |
Elvira: An environment for creating and using probabilistic graphical models E Consortium Proceedings of the first European workshop on probabilistic graphical models …, 2002 | 182 | 2002 |
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009 | 132 | 2009 |
Importance sampling in Bayesian networks using probability trees A Salmerón, A Cano, S Moral Computational Statistics & Data Analysis 34 (4), 387-413, 2000 | 125 | 2000 |
A parallel algorithm for Bayesian network structure learning from large data sets AL Madsen, F Jensen, A Salmerón, H Langseth, TD Nielsen Knowledge-Based Systems 117, 46-55, 2017 | 99 | 2017 |
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012 | 96 | 2012 |
Penniless propagation in join trees A Cano, S Moral, A Salmerón International Journal of Intelligent Systems 15 (11), 1027-1059, 2000 | 90 | 2000 |
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 | 82 | 2006 |
Approximating the Distribution of a Sum of Log-normal Random Variables BR Cobb, A Salmeron, R Rumi Proceedings of the Sixth European Workshop on Probabilistic Graphical Models …, 2012 | 75 | 2012 |
Estimating mixtures of truncated exponentials in hybrid Bayesian networks R Rumí, A Salmerón, S Moral Test 15 (2), 397-421, 2006 | 71 | 2006 |
Approximate probability propagation with mixtures of truncated exponentials R Rumí, A Salmerón International Journal of Approximate Reasoning 45 (2), 191-210, 2007 | 64 | 2007 |
A Monte Carlo algorithm for probabilistic propagation in belief networks based on importance sampling and stratified simulation techniques LD Hernández, S Moral, A Salmeron International Journal of Approximate Reasoning 18 (1-2), 53-91, 1998 | 63 | 1998 |
Inventory management with log-normal demand per unit time BR Cobb, R Rumí, A Salmerón Computers & Operations Research 40 (7), 1842-1851, 2013 | 61 | 2013 |
Bayesian network models with discrete and continuous variables BR Cobb, R Rumí, A Salmerón Advances in probabilistic graphical models, 81-102, 2007 | 60 | 2007 |
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 | 57 | 2018 |
Approximating conditional MTE distributions by means of mixed trees S Moral, R Rumí, A Salmerón Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 173-183, 2003 | 54 | 2003 |
A system for relevance analysis of performance indicators in higher education using Bayesian networks A Fernández, M Morales, C Rodríguez, A Salmerón Knowledge and information systems 27 (3), 327-344, 2011 | 51 | 2011 |
Lazy evaluation in Penniless propagation over join trees A Cano, S Moral, A Salmerón Networks 39 (4), 175-185, 2002 | 51 | 2002 |