Publications by the researcher in collaboration with ARITZ PEREZ MARTINEZ (11)

2016

  1. Efficient approximation of probability distributions with k-order decomposable models

    International Journal of Approximate Reasoning, Vol. 74, pp. 58-87

2015

  1. Evaluating machine-learning techniques for recruitment forecasting of seven North East Atlantic fish species

    Ecological Informatics, Vol. 25, pp. 35-42

2013

  1. Multidimensional k-interaction classifier: Taking advantage of all the information contained in low order interactions

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Supervised pre-processing approaches in multiple class variables classification for fish recruitment forecasting

    Environmental Modelling and Software, Vol. 40, pp. 245-254

2010

  1. Fish recruitment prediction, using robust supervised classification methods

    Ecological Modelling, Vol. 221, Núm. 2, pp. 338-352

2009

  1. Bayesian classifiers based on kernel density estimation: Flexible classifiers

    International Journal of Approximate Reasoning, Vol. 50, Núm. 2, pp. 341-362

2006

  1. Information theory and classification error in probabilistic classifiers

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Machine learning in bioinformatics

    Briefings in Bioinformatics, Vol. 7, Núm. 1, pp. 86-112

  3. Supervised classification with conditional Gaussian networks: Increasing the structure complexity from naive Bayes

    International Journal of Approximate Reasoning, Vol. 43, Núm. 1, pp. 1-25

2005

  1. Modelos gráficos probabilísticos para la clasificación supervisada empleando la estimación basada en kernels Gaussianos esféricos

    Actas del III Taller Nacional de Minería de Datos y Aprendizaje (Thomson-Paraninfo), pp. 125-134

2004

  1. Supervised classification with Gaussian networks. Filter and wrapper approaches

    Tendencias de la minería de datos en España: Red Española de Minería de Datos y Aprendizaje (TIC2002-11124-E) (Raúl Giráldez), pp. 379-390