| Long-term forecasting of multivariate time series in industrial furnaces with dynamic Gaussian Bayesian networks D Quesada, G Valverde, P Larrañaga, C Bielza Engineering Applications of Artificial Intelligence 103, 104301, 2021 | 23 | 2021 |
| Piecewise forecasting of nonlinear time series with model tree dynamic Bayesian networks D Quesada, C Bielza, P Fontán, P Larrañaga International Journal of Intelligent Systems 37 (11), 9108-9137, 2022 | 4 | 2022 |
| Structure learning of high-order dynamic Bayesian networks via particle swarm optimization with order invariant encoding D Quesada, C Bielza, P Larrañaga International Conference on Hybrid Artificial Intelligence Systems, 158-171, 2021 | 3 | 2021 |
| Causal reinforcement learning based on Bayesian networks applied to industrial settings G Valverde, D Quesada, P Larrañaga, C Bielza Engineering Applications of Artificial Intelligence 125, 106657, 2023 | 2 | 2023 |
| Classifying the evolution of COVID-19 severity on patients with combined dynamic Bayesian networks and neural networks D Quesada, P Larrañaga, C Bielza arXiv preprint arXiv:2303.05972, 2023 | | 2023 |
