David Quesada

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Multilayer Perceptron

Bayesian Networks

Probabilistic Inference

Structure Learning

Top Venues

Eng. Appl. Artif. Intell.

Int. J. Intell. Syst.

Publications

Gabriel Valverde, David Quesada, Pedro Larrañaga, Concha Bielza
Causal reinforcement learning based on Bayesian networks applied to industrial settings. Eng. Appl. Artif. Intell. 125 (2023)
David Quesada, Pedro Larrañaga, Concha Bielza
Classifying the evolution of COVID-19 severity on patients with combined dynamic Bayesian networks and neural networks. CoRR (2023)
David Quesada, Concha Bielza, Pedro Fontán, Pedro Larrañaga
Piecewise forecasting of nonlinear time series with model tree dynamic Bayesian networks. Int. J. Intell. Syst. 37 (11) (2022)
David Quesada, Gabriel Valverde, Pedro Larrañaga, Concha Bielza
Long-term forecasting of multivariate time series in industrial furnaces with dynamic Gaussian Bayesian networks. Eng. Appl. Artif. Intell. 103 (2021)
David Quesada, Concha Bielza, Pedro Larrañaga
Structure Learning of High-Order Dynamic Bayesian Networks via Particle Swarm Optimization with Order Invariant Encoding. HAIS (2021)