| 2023 | ISADS | Assessment of Situation Awareness and Automation in Performance-Based Navigation Procedures. | Carlos Morales, Serafn Moral |
| 2020 | IPMU | Learning Sets of Bayesian Networks. | Andrs Cano, Manuel Gmez-Olmedo, Serafn Moral |
| 2020 | IPMU | Imprecise Classification with Non-parametric Predictive Inference. | Serafn Moral, Carlos Javier Mantas, Javier G. Castellano, Joaqun Abelln |
| 2019 | ISADS | Flight Trajectory Clustering: a framework that uses Planned Route data. | Carlos Morales, Serafn Moral |
| 2018 | IPMU | Virtual Subconcept Drift Detection in Discrete Data Using Probabilistic Graphical Models. | Rafael Cabaas, Andrs Cano, Manuel Gmez-Olmedo, Andrs R. Masegosa, Serafn Moral |
| 2018 | IPMU | Credal C4.5 with Refinement of Parameters. | Carlos Javier Mantas, Joaqun Abelln, Javier G. Castellano, Jos Ramn Cano, Serafn Moral |
| 2018 | IPMU | Divergence Measures and Approximate Algorithms for Valuation Based Systems. | Serafn Moral |
| 2016 | CEC | Learning Bayesian network by a mesh of points. | Byron Oviedo, Lus Moreira, Amilkar Puris, Pavel Novoa-Hernndez, Serafn Moral |
| 2015 | ISADS | Discretization of Simulated Flight Parameters for Estimation of Situational Awareness Using Dynamic Bayesian Networks. | Carlos Morales, Serafn Moral |
| 2011 | ECSQARU | Locally Averaged Bayesian Dirichlet Metrics. | Andrs Cano, Manuel Gmez-Olmedo, Andrs R. Masegosa, Serafn Moral |
| 2011 | ISDA | Bayesian networks classifiers for gene-expression data. | Luis M. de Campos, Andrs Cano, Javier G. Castellano, Serafn Moral |
| 2011 | ISDA | Learning with Bayesian networks and probability trees to approximate a joint distribution. | Andrs Cano, Manuel Gmez-Olmedo, Andrs R. Masegosa, Serafn Moral |
| 2010 | IPMU | An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data. | Andrs Cano, Andrs R. Masegosa, Serafn Moral |
| 2009 | ECSQARU | Binary Probability Trees for Bayesian Networks Inference. | Andrs Cano, Manuel Gmez-Olmedo, Serafn Moral |
| 2009 | ECSQARU | A Bayesian Random Split to Build Ensembles of Classification Trees. | Andrs Cano, Andrs R. Masegosa, Serafn Moral |
| 2007 | ECSQARU | A Semi-naive Bayes Classifier with Grouping of Cases. | Joaqun Abelln, Andrs Cano, Andrs R. Masegosa, Serafn Moral |
| 2005 | ECSQARU | Selective Gaussian Nave Bayes Model for Diffuse Large-B-Cell Lymphoma Classification: Some Improvements in Preprocessing and Variable Elimination. | Andrs Cano, Francisco Javier Garca Castellano, Andrs R. Masegosa, Serafn Moral |
| 2005 | ECSQARU | Methods to Determine the Branching Attribute in Bayesian Multinets Classifiers. | Andrs Cano, Francisco Javier Garca Castellano, Andrs R. Masegosa, Serafn Moral |
| 2005 | ECSQARU | Abductive Inference in Bayesian Networks: Finding a Partition of the Explanation Space. | M. Julia Flores, Jos A. Gmez, Serafn Moral |
| 2005 | ECSQARU | Approximate Factorisation of Probability Trees. | Irene Martnez, Serafn Moral, Carmelo Rodrguez, Antonio Salmern |
| 2005 | ECSQARU | Imprecise Probability in Graphical Models: Achievements and Challenges. | Serafn Moral |
| 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 | Computing Intervals of Probabilities with Simulated Annealing and Probability Trees. | Andrs Cano, Serafn Moral |
| 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 |
| 1997 | UAI | Inference with Idempotent Valuations. | Luis D. Hernndez, Serafn Moral |
| 1996 | ECAI | Fast Markov Chain Algorithms for Calculating Dempster-Shafer Belief. | Nic Wilson, Serafn Moral |
| 1995 | UAI | Independence Concepts for Convex Sets of Probabilities. | Luis M. de Campos, Serafn Moral |
| 1994 | AAAI | Markov Chain Monte-Carlo Algorithms for the Calculation of Dempster-Shafer Belief. | Serafn Moral, Nic Wilson |
| 1994 | ECAI | A Logical View of Probability. | Nic Wilson, Serafn Moral |
| 1994 | IPMU | Uncertainty Management Using Probability Intervals. | Luis M. de Campos, Juan F. Huete, Serafn Moral |
| 1994 | IPMU | Heuristic Algorithms for the Triangulation of Graphs. | Andrs Cano, Serafn Moral |
| 1993 | ECSQARU | A Formal Language for Convex Sets of Probabilities. | Serafn Moral |
| 1993 | UAI | Partially Specified Belief Functions. | Serafn Moral, Luis M. de Campos |
| 1992 | UAI | Calculating Uncertainty Intervals from Conditional Convex Sets of Probabilities. | Serafn Moral |
| 1991 | ECSQARU | Propagation of Uncertainty in Dependence Graphs. | Jos E. Cano, Miguel Delgado, Serafn Moral |
| 1991 | UAI | Combination of Upper and Lower Probabilities. | Jos E. Cano, Serafn Moral, Juan F. Verdegay-Lpez |
| 1990 | IPMU | Updating Uncertain Information. | Serafn Moral, Luis M. de Campos |
| 1988 | ISMIS | Logical Connectives for Combining Fuzzy Measures. | Luis M. de Campos, Mara Teresa Lamata, Serafn Moral |