Publications (121) PEDRO MARIA LARRAÑAGA MUGICA publications

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2009

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

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

  2. Data mining validation of fluconazole breakpoints established by the European Committee on Antimicrobial Susceptibility Testing

    Antimicrobial Agents and Chemotherapy, Vol. 53, Núm. 7, pp. 2949-2954

  3. Estimation of distribution algorithms as logistic regression regularizers of microarray classifiers

    Methods of Information in Medicine, Vol. 48, Núm. 3, pp. 236-241

  4. Feature subset selection from positive and unlabelled examples

    Pattern Recognition Letters, Vol. 30, Núm. 11, pp. 1027-1036

  5. Gaussian-stacking multiclassifiers for human embryo selection

    Data Mining and Medical Knowledge Management: Cases and Applications (IGI Global), pp. 307-331

  6. Guest editorial: Special issue on evolutionary algorithms based on probabilistic models

    IEEE Transactions on Evolutionary Computation

  7. Microarray analysis of autoimmune diseases by machine learning procedures

    IEEE Transactions on Information Technology in Biomedicine, Vol. 13, Núm. 3, pp. 341-350

  8. Predicting citation count of bioinformatics papers within four years of publication

    Bioinformatics, Vol. 25, Núm. 24, pp. 3303-3309

  9. Probabilistic graphical markov model learning: An adaptive strategy

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

  10. Research topics in discrete estimation of distribution algorithms based on factorizations

    Memetic Computing, Vol. 1, Núm. 1, pp. 35-54

  11. Triangulation of Bayesian networks with recursive estimation of distribution algorithms

    International Journal of Approximate Reasoning, Vol. 50, Núm. 3, pp. 472-484

2008

  1. Adaptive estimation of distribution algorithms

    Studies in Computational Intelligence, Vol. 136, pp. 177-197

  2. Adding probabilistic dependencies to the search of protein side chain configurations using EDAs

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

  3. Bayesian classification for the selection of in vitro human embryos using morphological and clinical data

    Computer Methods and Programs in Biomedicine, Vol. 90, Núm. 2, pp. 104-116

  4. Bayesian classifiers with consensus gene selection: a case study in the systemic lupus erythematosus

    Progress in industrial mathematics at ECMI 2006

  5. Clasificadores bayesianos en la selección embrionaria en tratamientos de reproducción asistida

    Matematicalia: revista digital de divulgación matemática de la Real Sociedad Matemática Española, Vol. 4, Núm. 3

  6. Combining variable neighborhood search and estimation of distribution algorithms in the protein side chain placement problem

    Journal of Heuristics, Vol. 14, Núm. 5, pp. 519-547

  7. Component weighting functions for adaptive search with EDAs

    2008 IEEE Congress on Evolutionary Computation, CEC 2008

  8. Detecting reliable gene interactions by a hierarchy of Bayesian network classifiers

    Computer Methods and Programs in Biomedicine, Vol. 91, Núm. 2, pp. 110-121

  9. Inference of population structure using genetic markers and a Bayesian model averaging approach for clustering

    Journal of Computational Biology, Vol. 15, Núm. 2, pp. 207-220