Rafael Rumí

Publication Activity (10 Years)

Years Active: 2001-2018
Publications (10 Years): 5

Top Topics

Bayesian Networks

Incorporating Prior Knowledge

Naive Bayes Classifier

Linear Gaussian

Top Venues

Int. J. Approx. Reason.

Environ. Model. Softw.

Probabilistic Graphical Models

Prog. Artif. Intell.

Publications

Antonio Salmerón, Rafael Rumí, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen
A Review of Inference Algorithms for Hybrid Bayesian Networks. J. Artif. Intell. Res. 62 (2018)
Darío Ramos-López, Andrés R. Masegosa, Antonio Salmerón, Rafael Rumí, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen
Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks. Int. J. Approx. Reason. 100 (2018)
Darío Ramos-López, Antonio Salmerón, Rafael Rumí, Ana M. Martínez, Thomas D. Nielsen, Andrés R. Masegosa, Helge Langseth, Anders L. Madsen
Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. Probabilistic Graphical Models (2016)
Rosa F. Ropero, Rafael Rumí, Pedro Aguilera Aguilera
Modelling uncertainty in social-natural interactions. Environ. Model. Softw. 75 (2016)
Inmaculada Pérez-Bernabé, Antonio Fernández, Rafael Rumí, Antonio Salmerón
Parameter learning in hybrid Bayesian networks using prior knowledge. Data Min. Knowl. Discov. 30 (3) (2016)
Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón
Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals. Int. J. Intell. Syst. 30 (3) (2015)
Ana D. Maldonado, Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí, Antonio Salmerón
Estimation of Species Richness Using Bayesian Networks. CAEPIA (2015)
Julián Luengo, Rafael Rumí
Naive Bayes Classifier with Mixtures of Polynomials. ICPRAM (1) (2015)
Antonio Salmerón, Rafael Rumí, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen
MPE Inference in Conditional Linear Gaussian Networks. ECSQARU (2015)
Ana D. Maldonado, Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí, Antonio Salmerón
Continuous Bayesian networks for the estimation of species richness. Prog. Artif. Intell. 4 (3-4) (2015)
Rosa F. Ropero, Pedro Aguilera Aguilera, Antonio Fernández, Rafael Rumí
Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships. Environ. Model. Softw. 57 (2014)
Antonio Fernández, Rafael Rumí, José del Sagrado, Antonio Salmerón
Supervised Classification Using Hybrid Probabilistic Decision Graphs. Probabilistic Graphical Models (2014)
Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí
Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography. HAIS (2014)
Antonio Fernández, José A. Gámez, Rafael Rumí, Antonio Salmerón
Data clustering using hidden variables in hybrid Bayesian networks. Prog. Artif. Intell. 2 (2-3) (2014)
Antonio Fernández, Inmaculada Pérez-Bernabé, Rafael Rumí, Antonio Salmerón
Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data. SCAI (2013)
Barry R. Cobb, Rafael Rumí, Antonio Salmerón
Inventory management with log-normal demand per unit time. Comput. Oper. Res. 40 (7) (2013)
Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón
Mixtures of truncated basis functions. Int. J. Approx. Reason. 53 (2) (2012)
Antonio Fernández, Rafael Rumí, Antonio Salmerón
Answering queries in hybrid Bayesian networks using importance sampling. Decis. Support Syst. 53 (3) (2012)
Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón
Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals. ISDA (2011)
Pedro Aguilera Aguilera, Antonio Fernández, Rosa Fernández, Rafael Rumí, Antonio Salmerón
Bayesian networks in environmental modelling. Environ. Model. Softw. 26 (12) (2011)
Pedro Aguilera Aguilera, Antonio Fernández, Fernando Reche, Rafael Rumí
Hybrid Bayesian network classifiers: Application to species distribution models. Environ. Model. Softw. 25 (12) (2010)
Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón
Parameter estimation and model selection for mixtures of truncated exponentials. Int. J. Approx. Reason. 51 (5) (2010)
Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón
Structural-EM for learning PDG models from incomplete data. Int. J. Approx. Reason. 51 (5) (2010)
Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón
Maximum Likelihood Learning of Conditional MTE Distributions. ECSQARU (2009)
Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón
Inference in hybrid Bayesian networks. Reliab. Eng. Syst. Saf. 94 (10) (2009)
Barry R. Cobb, Rafael Rumí, Antonio Salmerón
Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials. ECSQARU (2009)
Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón
Supervised classification using probabilistic decision graphs. Comput. Stat. Data Anal. 53 (4) (2009)
Rafael Rumí, Antonio Salmerón
Approximate probability propagation with mixtures of truncated exponentials. Int. J. Approx. Reason. 45 (2) (2007)
José A. Gámez, Rafael Rumí, Antonio Salmerón
Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials. Probabilistic Graphical Models (2006)
Vanessa Romero, Rafael Rumí, Antonio Salmerón
Learning hybrid Bayesian networks using mixtures of truncated exponentials. Int. J. Approx. Reason. 42 (1-2) (2006)
Barry R. Cobb, Prakash P. Shenoy, Rafael Rumí
Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials. Stat. Comput. 16 (3) (2006)
Rafael Rumí, Antonio Salmerón
Penniless Propagation with Mixtures of Truncated Exponentials. ECSQARU (2005)
Barry R. Cobb, Rafael Rumí, Antonio Salmerón
Modeling Conditional Distributions of Continuous Variables in Bayesian Networks. IDA (2005)
Serafín Moral, Rafael Rumí, Antonio Salmerón
Approximating Conditional MTE Distributions by Means of Mixed Trees. ECSQARU (2003)
Serafín Moral, Rafael Rumí, Antonio Salmerón
Estimating Mixtures of Truncated Exponentials from Data. Probabilistic Graphical Models (2002)
Serafín Moral, Rafael Rumí, Antonio Salmerón
Mixtures of Truncated Exponentials in Hybrid Bayesian Networks. ECSQARU (2001)