Homepage >> Ana Devaki Maldonado González

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PhD Thesis

• Environmental data analysis using Bayesian networks (2018)[Download PDF]

Journal papers

• A.D. Maldonado, D. Ramos-López, P.A. Aguilera(2018) A comparison of machine learning methods to select socioeconomic indicators in cultural landscapes. Sustainability 2018, 10(11), 4312. [link]


• A.D. Maldonado, P.A. Aguilera, A. Salmerón, Ann E. Nicholson (2018) Probabilistic modeling of the relationship between socioeconomy and ecosystem services in cultural landscapes. Ecosystem Services 33, 146 - 164. [link] [free acces, until 23/11/18]


• A.D. Maldonado, P.A. Aguilera, A. Salmerón (2016) Continuous Bayesian networks for probabilistic environmental risk mapping. Stochastic Environmental Research and Risk Assessment 30, 1441-1455. [link]


• A.D. Maldonado, P.A. Aguilera, A. Salmerón (2016) Modeling zero-inflated explanatory variables in hybrid Bayesian network classifiers for species occurrence prediction. Environmental Modelling & Software 82, 31-43. [link]


• A.D. Maldonado, R.F. Ropero, P.A. Aguilera, R. Rumí, A. Salmerón (2015) Continuous Bayesian networks for the estimation of species richness. Progress in Artificial Intelligence 4, 49-57. [link]


• A.D. Maldonado, R. F. Ropero, P. A. Aguilera, A. Fernández, R. Rumí, A. Salmerón (2015) Continuous Bayesian networks vs. other methods for regression in environmental modelling. Procedia Environmental Sciences 26, 70-73. [link]



Conference proceedings

• A. D. Maldonado, P.A. Aguilera, A. Salmerón (2016). An experimental comparison of methods to handle missing values in environmental datasets. 8th International Congress on Environmental Modelling & Software 3, pp. 573 - 580 [link]


• A.D. Maldonado, Rosa F. Ropero, Pedro Aguilera, Rafael Rumí, Antonio Salmerón (2015) Estimation of species richness Using Bayesian networks. CAEPIA'2015. Lecture Notes in Artificial Intelligence 9422, 153-163. [link]

Contact

Edificio CITIC
Despacho 2.08
Universidad de Almería
La Cañada de San Urbano s/n
04120 ALMERÍA. SPAIN.
Phone: +34 950 01 5813
e-mail: ana.d.maldonado@ual.es