- D Atienza, C Bielza, P Larrañaga , PyBNesian: An extensible python package for Bayesian networks , Neurocomputing 504, 204-209
- Vicente P. Soloviev, C Bielza, P Larrañaga, Quantum Approximate Optimization Algorithm for Bayesian network structure learning, Quantum Information Processing.
- VP Soloviev, P Larrañaga, C Bielza , Estimation of distribution algorithms using Gaussian Bayesian networks to solve industrial optimization problems constrained by environment variables , Journal of Combinatorial Optimization 44 (2), 1077-1098
- D Quesada, C Bielza, P Fontán, P Larrañaga , Piecewise forecasting of nonlinear time series with model tree dynamic Bayesian networks , International Journal of Intelligent Systems
- C Puerto-Santana, P Larrañaga, C Bielza , Feature Saliencies in Asymmetric Hidden Markov Models , IEEE Transactions on Neural Networks and Learning Systems
- P Laccourreye, C Bielza, P Larrañaga , Explainable Machine Learning for Longitudinal Multi-Omic Microbiome , Mathematics 10 (12), 1994
- D Atienza, P Larrañaga, C Bielza , Rejoinder on: Hybrid semiparametric Bayesian networks , TEST 31 (2), 344-347
- David Atienza, Pedro Larrañaga & Concha Bielza. Hybrid semiparametric Bayesian networks
- VP Soloviev, C Bielza, P Larrañaga Quantum Approximate Optimization Algorithm for Bayesian network structure learning arXiv preprint arXiv:2203.02400
- Carlos Puerto-Santana, Concha Bielza, Javier Diaz-Rozo, Guillem Ramirez-Gargallo, Filippo Mantovani, Gaizka Virumbrales, Jesús Labarta, Pedro Larrañaga (2022). Asymmetric HMMs for online ball-bearing health assessments, IEEE Internet of Things Journal, in press
- C. Villa-Blanco, C. Bielza, P. Larrañaga (2022). Feature subset selection for data and feature streams: A review. Artificial Intelligence Review, in press.
- D. Atienza, C. Bielza, P. Larrañaga (2022). Semiparametric Bayesian networks. Information Sciences,584, 564-582
- F. Rodriguez-Sanchez, C. Bielza, P. Larrañaga (2022). Multipartition clustering of mixed data withBayesian networks. International Journal of Intelligent Systems, 37, 2188-2218
