Rafael Rumí

According to our database1, Rafael Rumí authored at least 36 papers between 2001 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2018
A Review of Inference Algorithms for Hybrid Bayesian Networks.
J. Artif. Intell. Res., 2018

Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks.
Int. J. Approx. Reason., 2018

2016
Modelling uncertainty in social-natural interactions.
Environ. Model. Softw., 2016

Parameter learning in hybrid Bayesian networks using prior knowledge.
Data Min. Knowl. Discov., 2016

Scalable MAP inference in Bayesian networks based on a Map-Reduce approach.
Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

2015
Continuous Bayesian networks for the estimation of species richness.
Prog. Artif. Intell., 2015

Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals.
Int. J. Intell. Syst., 2015

Naive Bayes Classifier with Mixtures of Polynomials.
Proceedings of the ICPRAM 2015, 2015

MPE Inference in Conditional Linear Gaussian Networks.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015

Estimation of Species Richness Using Bayesian Networks.
Proceedings of the Advances in Artificial Intelligence, 2015

2014
Data clustering using hidden variables in hybrid Bayesian networks.
Prog. Artif. Intell., 2014

Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships.
Environ. Model. Softw., 2014

Supervised Classification Using Hybrid Probabilistic Decision Graphs.
Proceedings of the Probabilistic Graphical Models - 7th European Workshop, 2014

Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013
Inventory management with log-normal demand per unit time.
Comput. Oper. Res., 2013

Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data.
Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

2012
Mixtures of truncated basis functions.
Int. J. Approx. Reason., 2012

Answering queries in hybrid Bayesian networks using importance sampling.
Decis. Support Syst., 2012

2011
Bayesian networks in environmental modelling.
Environ. Model. Softw., 2011

Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010
Structural-EM for learning PDG models from incomplete data.
Int. J. Approx. Reason., 2010

Parameter estimation and model selection for mixtures of truncated exponentials.
Int. J. Approx. Reason., 2010

Hybrid Bayesian network classifiers: Application to species distribution models.
Environ. Model. Softw., 2010

2009
Inference in hybrid Bayesian networks.
Reliab. Eng. Syst. Saf., 2009

Supervised classification using probabilistic decision graphs.
Comput. Stat. Data Anal., 2009

Maximum Likelihood Learning of Conditional MTE Distributions.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

2007
Approximate probability propagation with mixtures of truncated exponentials.
Int. J. Approx. Reason., 2007

2006
Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials.
Stat. Comput., 2006

Learning hybrid Bayesian networks using mixtures of truncated exponentials.
Int. J. Approx. Reason., 2006

Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials.
Proceedings of the Third European Workshop on Probabilistic Graphical Models, 2006

2005
Modeling Conditional Distributions of Continuous Variables in Bayesian Networks.
Proceedings of the Advances in Intelligent Data Analysis VI, 2005

Penniless Propagation with Mixtures of Truncated Exponentials.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2003
Approximating Conditional MTE Distributions by Means of Mixed Trees.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002
Estimating Mixtures of Truncated Exponentials from Data.
Proceedings of the First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002, 2002

2001
Mixtures of Truncated Exponentials in Hybrid Bayesian Networks.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001


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