Articles 2010

• Bielza, C., J. A. Fernandez del Pozo, P. Larrañaga, and E. Bengoetxea, “Multidimensional Statistical Analysis of the Parameterization of a Genetic Algorithm for the Optimal Ordering of Tables“, Expert Systems with Applications, vol. 37, pp. 804-815, 2010. 

• Bielza, C., M. Gómez, and P. Shenoy, “Modelling Challenges with Influence Diagrams: Constructing Probability and Utility Models“, Decision Support Systems, vol. 49, pp. 354-364, 2010. 

• Cuesta, I., C. Bielza, M. Cuenca-Estrella, P. Larrañaga, and J. L. Rodriguez-Tudela, “Evaluation by Data Mining Techniques of Fluconazole Breakpoints Established by the Clinical and Laboratory Standards Institute (CLSI) and Comparison with those of the European Committee on Antimicrobial Susceptibility Testing (EUCAST)“, Antimicrobial Agents and Chemotherapy, vol. 54, no. 4, pp. 1541-1546, 2010. 

• Santana, R., P. Larrañaga, and J. A. Lozano, “Learning factorizations in estimation of distribution algorithms using affinity propagation“, Evolutionary Computation, vol. in press, 2010. 

• Santana, R., C. Bielza, P. Larrañaga, J. A. Lozano, C. Echegoyen, A. Mendiburu, R. Armañanzas, and S. Shakya, “MATEDA-2.0: A Matlab Package for the Implementation and Analysis of Estimation of Distribution Algorithms“, Journal of Statistical Software, vol. 35, no. 7, pp. 1-30, 2010. 

• Vidaurre, D., C. Bielza, and P. Larrañaga, “Learning an L1-regularized Gaussian Bayesian Network in the Equivalence Class Space“, IEEE Transactions on Systems, Man and Cybernetics, Part B, vol. 40, no. 5, pp. 1231-1242, 2010.