| 2024 | IDEAL | Contributions on Mixtures of Polynomials for Hybrid Bayesian Networks. | Juan Carlos Luengo, Daro Ramos-Lpez, Rafael Rum, Ana D. Maldonado |
| 2015 | ECSQARU | MPE Inference in Conditional Linear Gaussian Networks. | Antonio Salmern, Rafael Rum, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen |
| 2015 | ICPRAM | Naive Bayes Classifier with Mixtures of Polynomials. | Julin Luengo, Rafael Rum |
| 2014 | HAIS | Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography. | Rosa F. Ropero, Pedro Aguilera Aguilera, Rafael Rum |
| 2011 | ISDA | Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals. | Prakash P. Shenoy, Rafael Rum, Antonio Salmern |
| 2009 | ECSQARU | Predicting Stock and Portfolio Returns Using Mixtures of Truncated Exponentials. | Barry R. Cobb, Rafael Rum, Antonio Salmern |
| 2009 | ECSQARU | Maximum Likelihood Learning of Conditional MTE Distributions. | Helge Langseth, Thomas D. Nielsen, Rafael Rum, Antonio Salmern |
| 2005 | ECSQARU | Penniless Propagation with Mixtures of Truncated Exponentials. | Rafael Rum, Antonio Salmern |
| 2005 | IDA | Modeling Conditional Distributions of Continuous Variables in Bayesian Networks. | Barry R. Cobb, Rafael Rum, Antonio Salmern |
| 2003 | ECSQARU | Approximating Conditional MTE Distributions by Means of Mixed Trees. | Serafn Moral, Rafael Rum, Antonio Salmern |
| 2001 | ECSQARU | Mixtures of Truncated Exponentials in Hybrid Bayesian Networks. | Serafn Moral, Rafael Rum, Antonio Salmern |