ADOLFO
HERNÁNDEZ ESTRADA
Profesor titular de universidad
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University of Exeter
Exeter, Reino UnidoPublicaciones en colaboración con investigadores/as de University of Exeter (13)
2007
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Confident interpretation of Bayesian decision tree ensembles for clinical applications
IEEE Transactions on Information Technology in Biomedicine, Vol. 11, Núm. 3, pp. 312-319
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Estimating classification uncertainty of bayesian decision tree technique on financial data
Studies in Computational Intelligence, Vol. 36, pp. 155-179
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Identification and small sample estimation of thurstone's unrestricted model for paired comparisons data
Multivariate Behavioral Research, Vol. 42, Núm. 2, pp. 323-347
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Variable selection in discriminant analysis based on the location model for mixed variables
Advances in Data Analysis and Classification, Vol. 1, Núm. 2, pp. 105-122
2006
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A multidimensional ideal point item response theory model for binary data
Multivariate Behavioral Research, Vol. 41, Núm. 4, pp. 445-471
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Classification with confidence for critical systems
Developments in Risk-Based Approaches to Safety - Proceedings of the 14th Safety-Critical Systems Symposium, SSS 2006
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Comparison of the bayesian and randomised decision tree ensembles within an uncertainty envelope technique
Journal of Mathematical Modelling and Algorithms, Vol. 5, Núm. 4, pp. 397-416
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Optimising data-driven safety related systems
Developments in Risk-Based Approaches to Safety - Proceedings of the 14th Safety-Critical Systems Symposium, SSS 2006
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Time series clustering based on forecast densities
Computational Statistics and Data Analysis, Vol. 51, Núm. 2, pp. 762-776
2005
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Dimension reduction in nonparametric kernel discriminant analysis
Journal of Computational and Graphical Statistics, Vol. 14, Núm. 4, pp. 847-866
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On the consistency properties of linear and quadratic discriminant analyses
Journal of Multivariate Analysis, Vol. 96, Núm. 2, pp. 219-236
2004
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Experimental comparison of classification uncertainty for randomised and Bayesian decision tree ensembles
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 3177, pp. 726-732
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Predicción y cluster en series temporales
XXVIII Congreso Nacional de Estadística e Investigación Operativa: [archivo de ordenador] Cádiz, 25-29 de octubre de 2004