Bielza, Concha

14 publications

PGM 2024 Multi-Objective Counterfactuals in Bayesian Classifiers with Estimation of Distribution Algorithms Daniel Zaragoza-Pellicer, Concha Bielza, Pedro Larrañaga

PGM 2022 Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable Anomaly Detection Jorge Casajús-Setién, Concha Bielza, Pedro Larrañaga

PGM 2022 Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate Modelling Enrique Valero-Leal, Pedro Larrañaga, Concha Bielza

PGM 2022 Structure Learning Algorithms for Multidimensional Continuous-Time Bayesian Network Classifiers Carlos Villa-Blanco, Alessandro Bregoli, Concha Bielza, Pedro Larrañaga, Fabio Stella

PGM 2020 BayesSuites: An Open Web Framework for Visualization of Massive Bayesian Networks Nikolas Bernaola, Mario Michiels, Concha Bielza, Pedro Larrañaga

PGM 2018 A Partial Orthogonalization Method for Simulating Covariance and Concentration Graph Matrices Irene Córdoba, Gherardo Varando, Concha Bielza, Pedro Larrañaga

PGM 2018 Discrete Model-Based Clustering with Overlapping Subsets of Attributes Fernando Rodriguez-Sanchez, Pedro Larrañaga, Concha Bielza

PGM 2018 Learning Bayesian Network Classifiers with Completed Partially Directed Acyclic Graphs Bojan Mihaljević, Concha Bielza, Pedro Larrañaga

PGM 2016 Learning Tractable Multidimensional Bayesian Network Classifiers Marco Benjumeda, Concha Bielza, Pedro Larrañaga

JMLR 2015 Decision Boundary for Discrete Bayesian Network Classifiers Gherardo Varando, Concha Bielza, Pedro Larrañaga

MLJ 2015 Guest Editors Introduction: Special Issue of the ECMLPKDD 2015 Journal Track Concha Bielza, João Gama, Alípio Jorge, Indre Zliobaite

IJCAI 2011 Bayesian Chain Classifiers for Multidimensional Classification Julio H. Zaragoza, Luis Enrique Sucar, Eduardo F. Morales, Concha Bielza, Pedro Larrañaga

AISTATS 1997 A Comparison of Decision Trees, Influence Diagrams and Valuation Networks for Asymmetric Decision Problems Concha Bielza, Prakash P. Shenoy

AISTATS 1997 Markov Chain Monte Carlo Methods for Decision Analysis Concha Bielza, Peter Muller, David Rios Insua