| 2020 | IPMU | Learning Sets of Bayesian Networks. | Andrs Cano, Manuel Gmez-Olmedo, 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 |
| 2015 | ECSQARU | Variable Elimination for Interval-Valued Influence Diagrams. | Rafael Cabaas, Alessandro Antonucci, Andrs Cano, Manuel Gmez-Olmedo |
| 2014 | IPMU | On SPI for Evaluating Influence Diagrams. | Rafael Cabaas, Anders L. Madsen, Andrs Cano, Manuel Gmez-Olmedo |
| 2013 | ECSQARU | Evaluating Asymmetric Decision Problems with Binary Constraint Trees. | Rafael Cabaas, Manuel Gmez-Olmedo, Andrs Cano |
| 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 |
| 2003 | ECSQARU | Applying Numerical Trees to Evaluate Asymmetric Decision Problems. | Manuel Gmez-Olmedo, Andrs Cano |
| 2001 | ECSQARU | Computing Intervals of Probabilities with Simulated Annealing and Probability Trees. | Andrs Cano, Serafn Moral |
| 1994 | IPMU | Heuristic Algorithms for the Triangulation of Graphs. | Andrs Cano, Serafn Moral |