Rafael Rumí

39 papers B 1C 7Misc 1Journal 21Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Modeling continuous distributions in hybrid Bayesian networks using mixtures of polynomials with tails.
Comput. Stat. Data Anal.
Juan Carlos Luengo, Darío Ramos-López, Rafael Rumí
2024 — conf
Contributions on Mixtures of Polynomials for Hybrid Bayesian Networks.
IDEAL (1)
Juan Carlos Luengo, Darío Ramos-López, Rafael Rumí, Ana D. Maldonado
2022 — ed.
International Conference on Probabilistic Graphical Models, PGM 2022, 5-7 October 2022, Almería, Spain.
PGM
Antonio Salmerón, Rafael Rumí
2018 J jnl
A Review of Inference Algorithms for Hybrid Bayesian Networks.
J. Artif. Intell. Res.
Antonio Salmerón, Rafael Rumí, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen
2018 J jnl
Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks.
Int. J. Approx. Reason.
Darío Ramos-López, Andrés R. Masegosa, Antonio Salmerón, Rafael Rumí, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen
2016 J jnl
Modelling uncertainty in social-natural interactions.
Environ. Model. Softw.
Rosa F. Ropero, Rafael Rumí, Pedro Aguilera Aguilera
2016 J jnl
Parameter learning in hybrid Bayesian networks using prior knowledge.
Data Min. Knowl. Discov.
Inmaculada Pérez-Bernabé, Antonio Fernández, Rafael Rumí, Antonio Salmerón
2016 — conf
Scalable MAP inference in Bayesian networks based on a Map-Reduce approach.
Probabilistic Graphical Models
Darío Ramos-López, Antonio Salmerón, Rafael Rumí, Ana M. Martínez, Thomas D. Nielsen, Andrés R. Masegosa, Helge Langseth, Anders L. Madsen
2015 J jnl
Continuous Bayesian networks for the estimation of species richness.
Prog. Artif. Intell.
Ana D. Maldonado, Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí, Antonio Salmerón
2015 — conf
Estimation of Species Richness Using Bayesian Networks.
CAEPIA
Ana D. Maldonado, Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí, Antonio Salmerón
2015 C conf
MPE Inference in Conditional Linear Gaussian Networks.
ECSQARU
Antonio Salmerón, Rafael Rumí, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen
2015 — conf
Naive Bayes Classifier with Mixtures of Polynomials.
ICPRAM (1)
Julián Luengo, Rafael Rumí
2015 J jnl
Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals.
Int. J. Intell. Syst.
Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón
2014 J jnl
Data clustering using hidden variables in hybrid Bayesian networks.
Prog. Artif. Intell.
Antonio Fernández, José A. Gámez, Rafael Rumí, Antonio Salmerón
2014 J jnl
Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships.
Environ. Model. Softw.
Rosa F. Ropero, Pedro Aguilera Aguilera, Antonio Fernández, Rafael Rumí
2014 Misc conf
Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography.
HAIS
Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí
2014 — conf
Supervised Classification Using Hybrid Probabilistic Decision Graphs.
Probabilistic Graphical Models
Antonio Fernández, Rafael Rumí, José del Sagrado, Antonio Salmerón
2013 — conf
Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data.
SCAI
Antonio Fernández, Inmaculada Pérez-Bernabé, Rafael Rumí, Antonio Salmerón
2013 J jnl
Inventory management with log-normal demand per unit time.
Comput. Oper. Res.
Barry R. Cobb, Rafael Rumí, Antonio Salmerón
2012 J jnl
Answering queries in hybrid Bayesian networks using importance sampling.
Decis. Support Syst.
Antonio Fernández, Rafael Rumí, Antonio Salmerón
2012 J jnl
Mixtures of truncated basis functions.
Int. J. Approx. Reason.
Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón
2011 J jnl
Bayesian networks in environmental modelling.
Environ. Model. Softw.
Pedro Aguilera Aguilera, Antonio Fernández, Rosa Fernández, Rafael Rumí, Antonio Salmerón
2011 C conf
Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals.
ISDA
Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón
2010 J jnl
Hybrid Bayesian network classifiers: Application to species distribution models.
Environ. Model. Softw.
Pedro Aguilera Aguilera, Antonio Fernández, Fernando Reche, Rafael Rumí
2010 J jnl
Parameter estimation and model selection for mixtures of truncated exponentials.
Int. J. Approx. Reason.
Helge Langseth, Thomas D. Nielsen, Rafael Rumí, 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
Inference in hybrid Bayesian networks.
Reliab. Eng. Syst. Saf.
Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón
2009 C conf
Maximum Likelihood Learning of Conditional MTE Distributions.
ECSQARU
Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón
2009 C conf
Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials.
ECSQARU
Barry R. Cobb, Rafael Rumí, Antonio Salmerón
2009 J jnl
Supervised classification using probabilistic decision graphs.
Comput. Stat. Data Anal.
Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón
2007 J jnl
Approximate probability propagation with mixtures of truncated exponentials.
Int. J. Approx. Reason.
Rafael Rumí, Antonio Salmerón
2006 J jnl
Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials.
Stat. Comput.
Barry R. Cobb, Prakash P. Shenoy, Rafael Rumí
2006 J jnl
Learning hybrid Bayesian networks using mixtures of truncated exponentials.
Int. J. Approx. Reason.
Vanessa Romero, Rafael Rumí, Antonio Salmerón
2006 — conf
Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials.
Probabilistic Graphical Models
José A. Gámez, Rafael Rumí, Antonio Salmerón
2005 B conf
Modeling Conditional Distributions of Continuous Variables in Bayesian Networks.
IDA
Barry R. Cobb, Rafael Rumí, Antonio Salmerón
2005 C conf
Penniless Propagation with Mixtures of Truncated Exponentials.
ECSQARU
Rafael Rumí, Antonio Salmerón
2003 C conf
Approximating Conditional MTE Distributions by Means of Mixed Trees.
ECSQARU
Serafín Moral, Rafael Rumí, Antonio Salmerón
2002 — conf
Estimating Mixtures of Truncated Exponentials from Data.
Probabilistic Graphical Models
Serafín Moral, Rafael Rumí, Antonio Salmerón
2001 C conf
Mixtures of Truncated Exponentials in Hybrid Bayesian Networks.
ECSQARU
Serafín Moral, Rafael Rumí, Antonio Salmerón