| 2025 | ECSQARU | Noise-Robust Weighted Logistic Regression Based on Outlier Detection with Expectation Maximization. | Serafn Moral-Garca, Rafael Cabaas, Antonio Salmern |
| 2017 | ICML | Bayesian Models of Data Streams with Hierarchical Power Priors. | Andrs R. Masegosa, Thomas D. Nielsen, Helge Langseth, Daro Ramos-Lpez, Antonio Salmern, Anders L. Madsen |
| 2016 | ECAI | Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs. | Antonio Salmern, Anders L. Madsen, Frank Jensen, Helge Langseth, Thomas D. Nielsen, Daro Ramos-Lpez, Ana M. Martnez, Andrs R. Masegosa |
| 2016 | ICDM | Financial Data Analysis with PGMs Using AMIDST. | Rafael Cabaas, Ana M. Martnez, Andrs R. Masegosa, Daro Ramos-Lpez, Antonio Salmern, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen |
| 2015 | ECSQARU | Learning Conditional Distributions Using Mixtures of Truncated Basis Functions. | Inmaculada Prez-Bernab, Antonio Salmern, Helge Langseth |
| 2015 | ECSQARU | MPE Inference in Conditional Linear Gaussian Networks. | Antonio Salmern, Rafael Rum, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen |
| 2015 | IDA | Modeling Concept Drift: A Probabilistic Graphical Model Based Approach. | Hanen Borchani, Ana M. Martnez, Andrs R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmern, Antonio Fernndez, Anders L. Madsen, Ramn Sez |
| 2011 | ISDA | Mixture of truncated exponentials in supervised classification: Case study for the naive bayes and averaged one-dependence estimators classifiers. | M. Julia Flores, Jos A. Gmez, Ana M. Martnez, Antonio Salmern |
| 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 |
| 2007 | IDA | Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management. | Antonio Fernndez, Mara Morales, Antonio Salmern |
| 2005 | ECSQARU | Approximate Factorisation of Probability Trees. | Irene Martnez, Serafn Moral, Carmelo Rodrguez, 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 |
| 2003 | ECSQARU | Dynamic Importance Sampling Computation in Bayesian Networks. | Serafn Moral, Antonio Salmern |
| 2001 | ECSQARU | Mixtures of Truncated Exponentials in Hybrid Bayesian Networks. | Serafn Moral, Rafael Rum, Antonio Salmern |
| 2001 | ECSQARU | Importance Sampling in Bayesian Networks Using Antithetic Variables. | Antonio Salmern, Serafn Moral |
| 1999 | ECSQARU | A Monte Carlo Algorithm for Combining Dempster-Shafer Belief Based on Approximate Pre-computation. | Serafn Moral, Antonio Salmern |