Biblio

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2015
Lopez-Cruz, P. L., C. Bielza, and P. Larrañaga, "Directional naive Bayes classifiers", Pattern Analysis and Applications, vol. 18, pp. 225-246, 2015.
2014
Lopez-Cruz, P. L., P. Larrañaga, , and C. Bielza, "Bayesian network modeling of the consensus between experts: An application to neuron classification", International Journal of Approximate Reasoning, vol. 55, no. 1, pp. 3-22, 2014.
Lopez-Cruz, P. L., C. Bielza, and P. Larrañaga, "Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation", International Journal of Approximate Reasoning, vol. 55, no. 4, pp. 989–1010, 2014.
2013
Lopez-Cruz, P. L., T. D. Nielsen, C. Bielza, and P. Larrañaga, "Learning mixtures of polynomials of conditional densities from data", Advances in Artificial Intelligence, Proceedings of the 15th MultiConference of the Spanish Association for Artificial Intelligence, LNCS 8109: Springer, pp. 363-372, 2013.
Lopez-Cruz, P. L., C. Bielza, and P. Larrañaga, "Learning conditional linear Gaussian classifiers with probabilistic class labels", Advances in Artificial Intelligence, Proceedings of the 15th MultiConference of the Spanish Association for Artificial Intelligence, LNCS 8109: Springer, pp. 139-148, 2013.
Lopez-Cruz, P. L., Contributions to Bayesian network learning with applications to neuroscience, , (supervised by C. Bielza and P. Larrañaga), Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, 2013.
2012
Lopez-Cruz, P. L., C. Bielza, and P. Larrañaga, "Learning mixtures of polynomials from data using B-spline interpolation", Sixth European Workshop on Probabilistic Graphical Models (PGM 2012), Granada, Spain, pp. 271-278, 2012.
2011
Lopez-Cruz, P. L., C. Bielza, and P. Larrañaga, "The von Mises naive Bayes classifier for directional data", Advances in Artificial Intelligence, 14th Conference of the Spanish Association for Artificial Intelligence, vol. 7023: Springer, pp. 145-154, 2011.
Lopez-Cruz, P. L., C. Bielza, P. Larrañaga, R. Benavides-Piccione, and J. DeFelipe, "Models and simulation of 3D neuronal dendritic trees using Bayesian networks", Neuroinformatics, vol. 9, no. 4, pp. 347-369, 2011.