Rafael Rumí

发表

Modelling uncertainty in social-natural interactions

Rosa F. Ropero, Rafael Rumí, Pedro Aguilera Aguilera, 2016, Environ. Model. Softw..

Hybrid Bayesian network classifiers: Application to species distribution models

Rafael Rumí, Pedro Aguilera Aguilera, Antonio Fernández, 2010, Environ. Model. Softw..

Analysis of the socioecological structure and dynamics of the territory using a hybrid Bayesian network classifier

Rosa F. Ropero, Rafael Rumí, Pedro A. Aguilera, 2015 .

MPE Inference in Conditional Linear Gaussian Networks

Rafael Rumí, Anders L. Madsen, Antonio Salmerón, 2015, ECSQARU.

Parameter learning in hybrid Bayesian networks using prior knowledge

Rafael Rumí, Antonio Salmerón, Antonio Fernández, 2015, Data Mining and Knowledge Discovery.

Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks

Andrés R. Masegosa, Rafael Rumí, Anders L. Madsen, 2018, Int. J. Approx. Reason..

Mixtures of truncated basis functions

Rafael Rumí, Antonio Salmerón, Thomas D. Nielsen, 2012, Int. J. Approx. Reason..

Bayesian networks in environmental modelling

Rafael Rumí, Pedro Aguilera Aguilera, Antonio Salmerón, 2011, Environ. Model. Softw..

Answering queries in hybrid Bayesian networks using importance sampling

Rafael Rumí, Antonio Salmerón, Antonio Fernández, 2012, Decis. Support Syst..

Inventory management with log-normal demand per unit time

Rafael Rumí, Antonio Salmerón, Barry R. Cobb, 2013, Comput. Oper. Res..

Project full title: Analysis of Massive Data STreams

Rafael Rumí, Thomas D. Nielsen, Helge Langseth, 2014 .

Approximate probability propagation with mixtures of truncated exponentials

Rafael Rumí, Antonio Salmerón, A. Salmerón, 2007, Int. J. Approx. Reason..

Estimation of Species Richness Using Bayesian Networks

Rosa F. Ropero, Rafael Rumí, Pedro Aguilera Aguilera, 2015, CAEPIA.

Supervised classification using probabilistic decision graphs

Rafael Rumí, Antonio Salmerón, Jens Dalgaard Nielsen, 2009, Comput. Stat. Data Anal..

Penniless Propagation with Mixtures of Truncated Exponentials

Rafael Rumí, Antonio Salmerón, A. Salmerón, 2005, ECSQARU.

Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals

Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón, 2015, Int. J. Intell. Syst..

Applications of hybrid dynamic Bayesian networks to water reservoir management

Rosa F. Ropero, Rafael Rumí, M. Julia Flores, 2017 .

Maximum Likelihood Learning of Conditional MTE Distributions

Rafael Rumí, Antonio Salmerón, Thomas D. Nielsen, 2009, ECSQARU.

Regression using hybrid Bayesian networks: Modelling landscape-socioeconomy relationships

Rosa F. Ropero, Rafael Rumí, Pedro Aguilera Aguilera, 2014, Environ. Model. Softw..

Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography

Rosa F. Ropero, Rafael Rumí, Pedro Aguilera Aguilera, 2014, HAIS.

Approximating Conditional MTE Distributions by Means of Mixed Trees

Serafín Moral, Rafael Rumí, Antonio Salmerón, 2003, ECSQARU.

Naive Bayes Classifier with Mixtures of Polynomials

Rafael Rumí, Julián Luengo, 2015, ICPRAM.

A Review of Inference Algorithms for Hybrid Bayesian Networks

Rafael Rumí, Anders L. Madsen, Antonio Salmerón, 2018, J. Artif. Intell. Res..

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

Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón, 2011, 2011 11th International Conference on Intelligent Systems Design and Applications.

Estimating Mixtures of Truncated Exponentials from Data

Serafín Moral, Rafael Rumí, Antonio Salmerón, 2002, Probabilistic Graphical Models.

Aalborg Universitet Inference in hybrid Bayesian networks

Rafael Rumí, Antonio Salmerón, Thomas D. Nielsen, 2016 .

Parameter estimation and model selection for mixtures of truncated exponentials

Rafael Rumí, Antonio Salmerón, Thomas D. Nielsen, 2010, Int. J. Approx. Reason..

Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials

José A. Gámez, Rafael Rumí, Antonio Salmerón, 2006, Probabilistic Graphical Models.

Continuous Bayesian networks for the estimation of species richness

Rosa F. Ropero, Rafael Rumí, Pedro Aguilera Aguilera, 2015, Progress in Artificial Intelligence.

Bayesian Network Models with Discrete and Continuous Variables

Rafael Rumí, Antonio Salmerón, Barry R. Cobb, 2007 .

Structural Learning of Bayesian Networks with Mixtures of Truncated Exponentials

Rafael Rumí, Antonio Salmerón, Vanessa Romero, 2004 .

Learning hybrid Bayesian networks using mixtures of truncated exponentials

Rafael Rumí, Antonio Salmerón, Vanessa Romero, 2006, Int. J. Approx. Reason..

Modeling Conditional Distributions of Continuous Variables in Bayesian Networks

Rafael Rumí, Antonio Salmerón, Barry R. Cobb, 2005, IDA.

Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials

Rafael Rumí, Antonio Salmerón, Barry R. Cobb, 2009, ECSQARU.

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

Prakash P. Shenoy, Rafael Rumí, Barry R. Cobb, 2006, Stat. Comput..

Structural-EM for learning PDG models from incomplete data

Rafael Rumí, Antonio Salmerón, Jens Dalgaard Nielsen, 2010, Int. J. Approx. Reason..

Supervised Classification Using Hybrid Probabilistic Decision Graphs

Rafael Rumí, Antonio Salmerón, Antonio Fernández, 2014, Probabilistic Graphical Models.

Data clustering using hidden variables in hybrid Bayesian networks

José A. Gámez, Rafael Rumí, Antonio Salmerón, 2014, Progress in Artificial Intelligence.

Mixtures of Truncated Exponentials in Hybrid Bayesian Networks

Serafín Moral, Rafael Rumí, Antonio Salmerón, 2001, ECSQARU.

Continuous Bayesian Networks vs. Other Methods for Regression in Environmental Modelling

Rosa F. Ropero, Rafael Rumí, Antonio Salmerón, 2015 .

A Soft Clustering Approach to Detect Socio-Ecological Landscape Boundaries Using Bayesian Networks

Rosa F. Ropero, Rafael Rumí, Antonio Salmerón, 2021, Agronomy.

Missing values and lack of information in water management datasets: an approach based on Bayesian Networks

Rafael Rumí, Rosa F Ropero, M Julia Flores, 2021 .

Estimating mixtures of truncated exponentials in hybrid bayesian networks

Serafín Moral, Rafael Rumí, Antonio Salmerón, 2006 .

Approximating Probability Density Functions with Mixtures of Truncated Exponentials

Prakash P. Shenoy, Rafael Rumí, Barry R. Cobb, 2004 .

Inference in hybrid Bayesian networks with Mixtures of Truncated Basis Functions

Rafael Rumí, Antonio Salmerón, Thomas D. Nielsen, 2012, PGM 2012.