Biblio

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2015
Bielza, C., S. Moral, and A. Salmerón, "Recent advances in probabilistic graphical models", International Journal of Intelligent Systems, vol. 30, pp. 207-208, 2015.
Bielza, C., J. Gama, A. Jorge, and I. Žliobaité, "Guest Editors introduction: special issue of the ECMLPKDD 2015 journal track", Data Mining and Knowledge Discovery, vol. 29, pp. 1113–1115, 2015.
Bielza, C., J. Gama, A. Jorge, and I. Žliobaité, "Guest Editors introduction: special issue of the ECMLPKDD 2015 journal track", Machine Learning, vol. 100, pp. 157–159, 2015.
2014
Bielza, C., R. Benavides-Piccione, P. L. Lopez-Cruz, P. Larrañaga, and J. DeFelipe, "Branching angles of pyramidal cell dendrites follow common geometrical design principles in different cortical areas", Scientific Reports, vol. 4, pp. Article 5909, 2014.
Bielza, C., and P. Larrañaga, "Discrete Bayesian Network Classifiers: A Survey", ACM Computing Surveys, vol. 47, no. 1, pp. Article 5, 2014.
Bielza, C., and P. Larrañaga, "Bayesian networks in neuroscience: A survey", Frontiers in Computational Neuroscience, vol. 8, pp. Article 131, 2014.
2011
Bielza, C., M. Gómez, and P. Shenoy, "A Review of Representation Issues and Modelling Challenges with Influence Diagrams", Omega -The International Journal of Management Science, vol. 39, pp. 227-241, 2011.
Bielza, C., G. Li, and P. Larrañaga, "Multi-Dimensional Classification with Bayesian Networks", International Journal of Approximate Reasoning, vol. 52, pp. 705-727, 2011.
Bielza, C., V. Robles, and P. Larrañaga, "Regularized Logistic Regression without a Penalty Term: An Application to Cancer Classification with Microarray Data", Expert Systems with Applications, vol. 38, pp. 5110-5118, 2011.
2004
Bielza, C., J. A. Fernandez del Pozo, and P. Lucas, "Research and Development in Intelligent Systems XX", Optimal Decision Explanation by Extracting Regularity Patterns: Springer, pp. 283-294, 2004.
2003
Bielza, C., and S. Ríos-Insua, "Análisis de Decisiones Clínicas", Manual de Informática Médica: Menarini - Caduceo Multimedia, pp. 467-491, 2003.
Bielza, C., P. Barreiro, M. I. Rodríguez-Galiano, and J. Martín, "Logistic Regression for Simulating Damage Occurrence on a Fruit Grading Line", Computers {&} Electronics in Agriculture, vol. 38, no. 2, pp. 95-113, 2003.
Bielza, C., J. A. Fernandez del Pozo, and P. Lucas, "Finding and Explaining Optimal Treatments", Lecture Notes in Artificial Intelligence: Springer, pp. 299-303, 2003.
2002
Bielza, C., and J. A. Fernandez del Pozo, "An Interactive Framework for Open Queries in Decision Support Systems", Lecture Notes in Artificial Intelligence: Springer, pp. 254-264, 2002.
2001
Bielza, C., S. Ríos-Insua, M. Gómez, and J. A. Fernandez del Pozo, "Sensitivity Analysis in IctNeo", Third International Symposium on Sensitivity Analysis of Model Output: CIEMAT, pp. 287-291, 2001.
2000
Bielza, C., M. Gómez, S. Ríos-Insua, and J. A. Fernandez del Pozo, "Structural, Elicitation and Computational Issues Faced when Solving Complex Decision Making Problems with Influence Diagrams", Computers and Operations Research, vol. 27, no. 7-8, pp. 725-740, 2000.
Bielza, C., P. Barreiro, M. I. Rodríguez-Galiano, and J. Martín, "Logistic Regression for Simulating Damage Ocurrence on a Fruit Grading Line", Congreso Latinoiberoamericano de Investigación de Operaciones y Sistemas, pp. 49-50, 2000.
Bielza, C., S. Ríos-Insua, M. Gómez, and J. A. Fernandez del Pozo, "Sensitivity Analysis in IctNeo", Robust Bayesian Analysis, Lecture Notes in Statistics: Springer, pp. 317-334, 2000.
1999
Bielza, C., P. Müller, and D. Ríos Insua, "Decision Analysis by Augmented Probability Simulation", Management Science, vol. 45, no. 7, pp. 995-1007, 1999.
Bielza, C., and P. P. Shenoy, "A Comparison of Graphical Techniques for Asymmetric Decision Problems", Management Science, vol. 45, no. 11, 1999.
1998
Bielza, C., and P. Shenoy, A Comparison of Graphical Techniques for Asymmetric Decision Problems: Supplement to Management Science Paper, , no. 282: School of Business, University of Kansas, 1998.
Bielza, C., and D. Ríos Insua, "Modelos Gráficos para la Toma de Decisiones", Sistemas Expertos Probabilísticos Colección Ciencia y Técnica: Eds. de la Universidad de Castilla - La Mancha, pp. 163-185, 1998.
Bielza, C., and D. Ríos Insua, Modelos Gráficos para la Toma de Decisiones, , no. 98-07: Universidad Rey Juan Carlos, 1998.
1997
Bielza, C., P. Müller, and D. Ríos Insua, "Markov Chain Monte Carlo Methods for Decision Analysis", 6th International Workshop on Artificial Intelligence and Statistics, pp. 31-38, 1997.
Bielza, C., and P. P. Shenoy, "A Comparison of Decision Trees, Influence Diagrams and Valuation Networks for Asymmetric Decision Problems", 6th International Workshop on Artificial Intelligence and Statistics, pp. 39-46, 1997.
1996
Bielza, C., D. Ríos Insua, and S. Ríos-Insua, "Influence Diagrams under Partial Information", Bayesian Statistics 5: Oxford U.P., pp. 491-497, 1996.
Bielza, C., and B. Vidakovic, Time Adaptive Wavelet Denoising, , no. 1996-24: Duke University, 1996.