I am an assistant professor at the Department of Mathematics, division of Statistics, at the University of Almería (Spain). I have broad interests in probabilistic machine learning.
Publications
I highlight my most relevant publications. You can visit my google scholar profile for the complete list.
- Ana D. Maldonado, Pedro A. Aguilera and Antonio Salmerón (2016) Continuous Bayesian networks for probabilistic environmental risk mapping. Stochastic Environmental Research and Risk Assessment 30, 1441-1455. Preprint Publisher
- Ana D. Maldonado, Pedro A. Aguilera and Antonio Salmerón (2016) Modeling zero-inflated explanatory variables in hybrid Bayesian network classifiers for species occurrence prediction. Environmental Modelling & Software 82, 31-43 Preprint Publisher
- Ana D. Maldonado, Laura Uusitalo, Alan Tucker, Thorsten Blenckner, Pedro A. Aguilera and Antonio Salmerón (2019) Prediction of a complex system with few data: Evaluation of the effect of model structure and amount of data with dynamic bayesian network models Environmental Modelling & Software 118, 281-297 Preprint Publisher
- Inmaculada Pérez-Bernabé, Ana D. Maldonado, Antonio Salmerón and Thomas D. Nielsen (2020) MoTBFs: An R Package for Learning Hybrid Bayesian Networks Using Mixtures of Truncated Basis Functions The R Journal 12(2), 321-341 Paper Publisher
- Ana D. Maldonado, Alberto Valdivielso, Alejandro Rescia and Pedro A. Aguilera (2020) Probabilistic graphical models for species richness prediction: are current protected areas effective to face climate emergency? Global Ecology and Conservation 23, e01162 Preprint Publisher