RÍOS INSUA, S., MATEOS, A.,
BIELZA,
C., JIMÉNEZ, A. (2004) 
RÍOS INSUA, S.,
BIELZA, C., MATEOS, A. (2002) 
PAPERS
Vidaurre,
D., Bielza, C., Larrañaga, P. (2010) Learning an L1-regularized
Gaussian Bayesian Network in the Equivalence Class Space, IEEE Transactions on Systems, Man and Cybernetics, Part B, en prensa
Bielza,
C., Fernández del Pozo, J.A., Larrañaga, P., Bengoetxea,
E. (2010) Multidimensional Statistical Analysis of the Parameterization
of a Genetic Algorithm for the Optimal Ordering of Tables, Expert Systems with Applications, 37, 804–815
Ibáñez,
A., Larrañnaga, P., Bielza, C. (2010) Predicting Citation Count
of Bioinformatics Papers within Four Years of Publication, Bioinformatics, en prensa (doi:10.1093/bioinformatics/btp585)
Bielza,
C., Robles, V., Larrañaga, P. (2009) Estimation of Distribution
Algorithms as Logistic Regression Regularizers of Microarray
Classifiers, Methods of Information in Medicine, 48, 3, 236–241
Correa,
M., Bielza, C., Pamies-Teixeira, J. (2009) Comparison of Bayesian
Networks and Artificial Neural Networks for Quality Detection in a
Machining Process, Expert Systems with Applications, 36, 7270–7279
Robles, V., Bielza, C.,
Larrañaga, P., González, S., Ohno-Machado. L. (2008)
Optimizing logistic regression coefficients for discrimination and
calibration using estimation of distribution algorithms , TOP, 16, 345–366
Correa. M.,
Bielza, C., Ramírez, M.J. Alique, J.R. (2008) A Bayesian
network model for surface roughness prediction
in the machining process, International
Journal of Systems Science, to appear.
Bielza, C.,
Fernández del Pozo, J.A., Lucas, P. (2008) Explaining
clinical decisions by extracting regularity patterns, Decision Support Systems, 44,
397–408
Gómez, M., Bielza, C., Fernández del Pozo,
J.A., Ríos-Insua,
S. (2007) Larrañaga, P., Calvo, B., Santana,
R., Bielza, C., Galdiano, J., Inza, I., Lozano, J.A.,
Armañanzas, R., Santafé, G., Pérez, A., Ballestero, E., Bielza, C., Plá-Santamaría, D.
(2006)
A Decision Approach to Competitive Electronic Sealed-Bid Auctions for
Land, Journal of the Operational
Research Society, 57, 1126-1133
Martín,
J., Bielza, C., Ríos
Insua, D. (2005)
Fernández del Pozo,
J.A., Bielza, C., Gómez, M. (2005)
A List-Based Compact Representation for Large Decision Tables
Management, European Journal of
Operational Research 160, 3, 638-662 online
Gómez. M.
Bielza, C. (2004) Puch, R.O.,
Smith, J.Q., Bielza, C. (2004)
Hierarchical Junction Trees: Conditional Independence
Preservation and Forecasting in Dynamic Bayesian Networks with
Heterogeneous Evolution, J.A. Gámez, S. Moral, A.
Salmerón (eds.), Advances
in Bayesian Networks, Springer, 57-76
Bielza, C.,
Fernández del Pozo, J.A., Lucas, P. (2003)
Optimal Decision Explanation by Extracting Regularity Patterns, F.
Coenen, A. Preece, A.L. Macintosh (eds.), Research and Development in Intelligent
Systems XX, Springer, 283-294
Bielza, C.,
Fernández del Pozo, J.A., Lucas, P. (2003)
Finding and Explaining Optimal
Treatments, M.Dojat, E. Keravnou, P. Barahona (eds.), Artificial Intelligence in Medicine,
Lecture Notes in Artificial Intelligence 2780, Springer,
299-303 online
Bielza, C.,
Ríos-Insua, S. (2003)
Análisis de Decisiones
Clínicas, M.A. Belmonte, O. Coltell, V. Maojo, J. Mateu, F.
Sanz, (eds.), Manual de
Informática Médica, Caduceo Multimedia, 467-491
(in Spanish)
Bielza, C., Barreiro, P., Rodríguez-Galiano,
M.I., Martín, J. (2003)
Logistic Regression for Simulating Damage Occurrence on a Fruit Grading
Line, Computers & Electronics
in Agriculture 39,
2, 95-113 online
Ballestero, E., Antón, J.M., Bielza, C. (2003)
Compromise-Based Approach to Road Project Selection
in Madrid Metropolitan Area, J. of the Operational Research Society
of
Japan, 46, 1, 99-122
Fernández del Pozo, J.A., Bielza, C. (2002)
An Interactive Framework for Open Queries in
Decision Support Systems, F.J. Garijo, J.C. Riquelme, M. Toro (eds.), Advances
in
Artificial Intelligence-IBERAMIA 2002, Lecture Notes in Artificial
Intelligence 2527, Springer, 254-264
Fernández
del Pozo, J.A., Bielza, C., Gómez, M. (2001)
Knowlegde
Organisation in a Neonatal Jaundice Decision Support System, J. Crespo,
V. Maojo, F. Martín
(eds.), Medical Data Analysis, Proceedings of the Second
International
Symposium, ISMDA 2001, Lecture Notes in Computer Science 2199,
Springer,
88-94
Barreiro, P.,
Ruiz-Altisent, M., García, F., Bielza, C. (2001)
Desarrollo de un
Instrumento de Ayuda a la Decision para la Mejora de las Líneas
de
Confección, Agrícola Vergel 236, august 2001
(ISSN
0211-2728), 425-429 (in Spanish)
Martín, J.,
Bielza, C. (2001)
Aplicación
de Técnicas de Simulación al Análisis de
Decisiones: Estudio de una Línea de Clasificación de
Frutas, A. Vanti (ed.), Gestão da Tecnologia
Empresarial e da Informação: Conceitos e Estudos de Casos,
Editorial Internet, São Paulo (Brasil), ISBN 85-88448-01-7,
181-194. (in Spanish)
Bielza, C. (2000)
Putting Bayesian
Decision Analysis into Practice, ISBA Bulletin, 7, 2, june
2000,
11-12
Ríos-Insua, S.,
Gómez. M., Bielza, C., Fdz del Pozo, J.A. (2000)
Implementation of
IctNeo: a Decision Support System for Jaundice Management, K.
Inderfurth, G. Schwödiauer, W. Domschke, F. Juhnke, P.
Kleinschmidt, G. Wäscher (eds.), Operations Research
Proceedings 1999, Gesellschaft für Operations Research e.V. (GOR),
Springer, 554-559
Bielza, C.,
Ríos-Insua, S., Gómez, M., Fdz del Pozo, J.A. (2000)
Sensitivity
Analysis in IctNeo, D. Ríos Insua, F. Ruggeri (eds.), Robust
Bayesian Analysis, Lecture Notes in Statistics 152, Springer,
317-334
Bielza, C., Gómez,
M., Ríos-Insua, S., Fdz del Pozo, J.A. (2000)
Structural,
Elicitation and Computational Issues Faced when Solving Complex
Decision Making Problems with Influence Diagrams, Computers and
Operations Research 27, 7-8, 725-740
Gómez, M.,
Ríos-Insua, S., Bielza, C., Fdz del Pozo, J.A. (2000)
Multiattribute
Utility Analysis in the IctNeo System, Y.Y. Haimes, R.E. Steuer (eds.),
Research and Practice in Multiple Criteria Decision Making, Lecture
Notes in Economics and Mathematical Systems 487, Springer,
81-92
Bielza, C.,
Ríos-Insua, S., Gómez, M. (1999)
Influence
Diagrams for Neonatal Jaundice Management, W.Horn, Y.Shahar,
G.Lindberg, S.Andreassen, J.Wyatt (eds.), Artificial
Intelligence in Medicine, Proceedings of the Joint European Conference
on Artificial Intelligence in Medicine and Medical Decision
Making, Lecture Notes in AI 1620, Springer, 138-142
Bielza, C., Shenoy, P.P.
(1999)
A Comparison of
Graphical Techniques for Asymmetric Decision Problems, Management
Science 45, 11, 1552-1569
Bielza, C., Müller,
P., Ríos Insua, D. (1999)
Decision Analysis
by Augmented Probability Simulation, Management Science 45,
7, 995-1007
Ríos-Insua, S.,
Bielza, C., Gómez, M., Fdez del Pozo, J.A., Sánchez,
M., Caballero, S. (1998)
An Intelligent
Decision System for Jaundice Management, F.J. Girón (ed.), Applied
Decision Analysis, Kluwer, 133-144
Ríos Insua, D.,
Bielza, C., Martín, J. y Salewicz, K. (1998)
Intelligent
Decision Support for Reservoir Operations, F.J. Girón (ed.), Applied
Decision Analysis, Kluwer, 63-72
Ríos Insua, D.,
Bielza, C., Martín, J. y Salewicz, K. (1997)
BayRes: a System
for Stochastic Multiobjective Reservoir Operations, R. Caballero, F.
Ruiz,
R. Steuer (eds.), Advances in Multiple Objective and Goal
Programming,
Lecture Notes in Economics and Mathematical Systems 455, Springer,
319-327
Ríos Insua, D.,
Salewicz, A., Müller, P. y Bielza, C. (1997)
Bayesian Methods
in Reservoir Operations: the Zambezi River Case, S. French y J.Q. Smith
(eds), The Practice of Bayesian Analysis, Arnold, 107-130
Bielza, C., Ríos
Insua, D., y Ríos-Insua, S. (1996)
Influence
Diagrams under Partial Information, Bernardo, Berger, Dawid, Smith
(eds.), Bayesian Statistics 5, Oxford U.P., 491-497
PhD Thesis
Contributions
to the Solution of Supercomplex Decision Problems, Technical
University of Madrid, 1996.
