Rafael Rumí

According to our database, Rafael Rumí authored at least 37 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Contributions on Mixtures of Polynomials for Hybrid Bayesian Networks.

Juan Carlos Luengo, Darío Ramos-López, Rafael Rumí, Ana D. Maldonado

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

2018

A Review of Inference Algorithms for Hybrid Bayesian Networks.

Antonio Salmerón, Rafael Rumí, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen

J. Artif. Intell. Res., 2018

Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks.

Darío Ramos-López, Andrés R. Masegosa, Antonio Salmerón, Rafael Rumí, Helge Langseth, Thomas D. Nielsen, Anders L. Madsen

Int. J. Approx. Reason., 2018

2016

Modelling uncertainty in social-natural interactions.

Rosa F. Ropero, Rafael Rumí, Pedro Aguilera Aguilera

Environ. Model. Softw., 2016

Parameter learning in hybrid Bayesian networks using prior knowledge.

Inmaculada Pérez-Bernabé, Antonio Fernández, Rafael Rumí, Antonio Salmerón

Data Min. Knowl. Discov., 2016

Scalable MAP inference in Bayesian networks based on a Map-Reduce approach.

Darío Ramos-López, Antonio Salmerón, Rafael Rumí, Ana M. Martínez, Thomas D. Nielsen, Andrés R. Masegosa, Helge Langseth, Anders L. Madsen

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

2015

Continuous Bayesian networks for the estimation of species richness.

Ana D. Maldonado, Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí, Antonio Salmerón

Prog. Artif. Intell., 2015

Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals.

Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón

Int. J. Intell. Syst., 2015

Naive Bayes Classifier with Mixtures of Polynomials.

Julián Luengo, Rafael Rumí

Proceedings of the ICPRAM 2015, 2015

MPE Inference in Conditional Linear Gaussian Networks.

Antonio Salmerón, Rafael Rumí, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015

Estimation of Species Richness Using Bayesian Networks.

Ana D. Maldonado, Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí, Antonio Salmerón

Proceedings of the Advances in Artificial Intelligence, 2015

2014

Data clustering using hidden variables in hybrid Bayesian networks.

Antonio Fernández, José A. Gámez, Rafael Rumí, Antonio Salmerón

Prog. Artif. Intell., 2014

Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships.

Rosa F. Ropero, Pedro Aguilera Aguilera, Antonio Fernández, Rafael Rumí

Environ. Model. Softw., 2014

Supervised Classification Using Hybrid Probabilistic Decision Graphs.

Antonio Fernández, Rafael Rumí, José del Sagrado, Antonio Salmerón

Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014

Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography.

Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rumí

Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013

Inventory management with log-normal demand per unit time.

Barry R. Cobb, Rafael Rumí, Antonio Salmerón

Comput. Oper. Res., 2013

Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data.

Antonio Fernández, Inmaculada Pérez-Bernabé, Rafael Rumí, Antonio Salmerón

Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

2012

Mixtures of truncated basis functions.

Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón

Int. J. Approx. Reason., 2012

Answering queries in hybrid Bayesian networks using importance sampling.

Antonio Fernández, Rafael Rumí, Antonio Salmerón

Decis. Support Syst., 2012

2011

Bayesian networks in environmental modelling.

Pedro Aguilera Aguilera, Antonio Fernández, Rosa Fernández, Rafael Rumí, Antonio Salmerón

Environ. Model. Softw., 2011

Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals.

Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010

Structural-EM for learning PDG models from incomplete data.

Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón

Int. J. Approx. Reason., 2010

Parameter estimation and model selection for mixtures of truncated exponentials.

Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón

Int. J. Approx. Reason., 2010

Hybrid Bayesian network classifiers: Application to species distribution models.

Pedro Aguilera Aguilera, Antonio Fernández, Fernando Reche, Rafael Rumí

Environ. Model. Softw., 2010

2009

Inference in hybrid Bayesian networks.

Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón

Reliab. Eng. Syst. Saf., 2009

Supervised classification using probabilistic decision graphs.

Jens Dalgaard Nielsen, Rafael Rumí, Antonio Salmerón

Comput. Stat. Data Anal., 2009

Maximum Likelihood Learning of Conditional MTE Distributions.

Helge Langseth, Thomas D. Nielsen, Rafael Rumí, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials.

Barry R. Cobb, Rafael Rumí, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

2007

Approximate probability propagation with mixtures of truncated exponentials.

Rafael Rumí, Antonio Salmerón

Int. J. Approx. Reason., 2007

2006

Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials.

Barry R. Cobb, Prakash P. Shenoy, Rafael Rumí

Stat. Comput., 2006

Learning hybrid Bayesian networks using mixtures of truncated exponentials.

Vanessa Romero, Rafael Rumí, Antonio Salmerón

Int. J. Approx. Reason., 2006

Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials.

José A. Gámez, Rafael Rumí, Antonio Salmerón

Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006

2005

Modeling Conditional Distributions of Continuous Variables in Bayesian Networks.

Barry R. Cobb, Rafael Rumí, Antonio Salmerón

Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Penniless Propagation with Mixtures of Truncated Exponentials.

Rafael Rumí, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2003

Approximating Conditional MTE Distributions by Means of Mixed Trees.

Serafín Moral, Rafael Rumí, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002

Estimating Mixtures of Truncated Exponentials from Data.

Serafín Moral, Rafael Rumí, Antonio Salmerón

Proceedings of the First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002, 2002

2001

Mixtures of Truncated Exponentials in Hybrid Bayesian Networks.

Serafín Moral, Rafael Rumí, Antonio Salmerón

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001