Publicacions en col·laboració amb investigadors/es de University of Exeter (13)

2007

  1. Confident interpretation of Bayesian decision tree ensembles for clinical applications

    IEEE Transactions on Information Technology in Biomedicine, Vol. 11, Núm. 3, pp. 312-319

  2. Estimating classification uncertainty of bayesian decision tree technique on financial data

    Studies in Computational Intelligence, Vol. 36, pp. 155-179

  3. Identification and small sample estimation of thurstone's unrestricted model for paired comparisons data

    Multivariate Behavioral Research, Vol. 42, Núm. 2, pp. 323-347

  4. 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

  1. A multidimensional ideal point item response theory model for binary data

    Multivariate Behavioral Research, Vol. 41, Núm. 4, pp. 445-471

  2. Classification with confidence for critical systems

    Developments in Risk-Based Approaches to Safety - Proceedings of the 14th Safety-Critical Systems Symposium, SSS 2006

  3. 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

  4. Optimising data-driven safety related systems

    Developments in Risk-Based Approaches to Safety - Proceedings of the 14th Safety-Critical Systems Symposium, SSS 2006

  5. Time series clustering based on forecast densities

    Computational Statistics and Data Analysis, Vol. 51, Núm. 2, pp. 762-776

2005

  1. Dimension reduction in nonparametric kernel discriminant analysis

    Journal of Computational and Graphical Statistics, Vol. 14, Núm. 4, pp. 847-866

  2. On the consistency properties of linear and quadratic discriminant analyses

    Journal of Multivariate Analysis, Vol. 96, Núm. 2, pp. 219-236

2004

  1. 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

  2. Predicción y cluster en series temporales

    XXVIII Congreso Nacional de Estadística e Investigación Operativa: [archivo de ordenador] Cádiz, 25-29 de octubre de 2004