Publicaciones en colaboración con investigadoras/es de Universidad Politécnica de Madrid (19)

2012

  1. A Markovianity based optimisation algorithm

    Genetic Programming and Evolvable Machines, Vol. 13, Núm. 2, pp. 159-195

  2. Toward understanding EDAs based on bayesian networks through a quantitative analysis

    IEEE Transactions on Evolutionary Computation, Vol. 16, Núm. 2, pp. 173-189

  3. Wrapper positive Bayesian network classifiers

    Knowledge and Information Systems, Vol. 33, Núm. 3, pp. 631-654

2011

  1. On the Limits of Effectiveness in Estimation of Distribution Algorithms

    2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)

  2. On the limits of effectiveness in estimation of distribution algorithms

    2011 IEEE Congress of Evolutionary Computation, CEC 2011

2010

  1. Estimation of Bayesian networks algorithms in a class of complex networks

    2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

  2. Learning factorizations in estimation of distribution algorithms using affinity propagation

    Evolutionary Computation, Vol. 18, Núm. 4, pp. 515-546

  3. Mateda-2.0: Estimation of distribution algorithms in MATLAB

    Journal of Statistical Software, Vol. 35, Núm. 7, pp. 1-30

  4. Multi-domain fault management architecture based on a Shared ontology-based Knowledge Plane

    Proceedings of the 2010 International Conference on Network and Service Management, CNSM 2010

  5. Multi-marker tagging single nucleotide polymorphism selection using estimation of distribution algorithms

    Artificial Intelligence in Medicine, Vol. 50, Núm. 3, pp. 193-201

2009

  1. Feature subset selection from positive and unlabelled examples

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

  2. Mining probabilistic models learned by EDAs in the optimization of multi-objective problems

    Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009

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

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

2008

  1. 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)

  2. Autonomic provisioning model for digital home services

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

  3. Component weighting functions for adaptive search with EDAs

    2008 IEEE Congress on Evolutionary Computation, CEC 2008

  4. Prioritization of candidate cancer genes-an aid to oncogenomic studies

    Nucleic Acids Research, Vol. 36, Núm. 18

  5. Protein folding in simplified models with estimation of distribution algorithms

    IEEE Transactions on Evolutionary Computation, Vol. 12, Núm. 4, pp. 418-438

  6. The impact of exact probabilistic learning algorithms in EDAs based on Bayesian networks

    Studies in Computational Intelligence, Vol. 157, pp. 109-139