Roberto
Santana Hermida
Universidad Politécnica de Madrid
Madrid, EspañaPublications en collaboration avec des chercheurs de Universidad Politécnica de Madrid (42)
2014
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Multiobjective estimation of distribution algorithm based on joint modeling of objectives and variables
IEEE Transactions on Evolutionary Computation, Vol. 18, Núm. 4, pp. 519-542
2013
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A review on evolutionary algorithms in Bayesian network learning and inference tasks
Information Sciences, Vol. 233, pp. 109-125
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Classification of neocortical interneurons using affinity propagation
Frontiers in Neural Circuits, Vol. 7, Núm. DEC
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Network measures for information extraction in evolutionary algorithms
International Journal of Computational Intelligence Systems, Vol. 6, Núm. 6, pp. 1163-1188
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Regularized continuous estimation of distribution algorithms
Applied Soft Computing Journal, Vol. 13, Núm. 5, pp. 2412-2432
2012
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A Markovianity based optimisation algorithm
Genetic Programming and Evolvable Machines, Vol. 13, Núm. 2, pp. 159-195
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A review of estimation of distribution algorithms and Markov networks
Adaptation, Learning, and Optimization, Vol. 14, Núm. 1, pp. 21-37
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A review on probabilistic graphical models in evolutionary computation
Journal of Heuristics, Vol. 18, Núm. 5, pp. 795-819
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Continuous estimation of distribution algorithms based on factorized Gaussian Markov networks
Adaptation, Learning, and Optimization, Vol. 14, Núm. 1, pp. 157-173
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MOA - Markovian optimisation algorithm
Adaptation, Learning, and Optimization, Vol. 14, Núm. 1, pp. 39-53
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Maximizing the Number of Polychronous Groups in Spiking Networks
PROCEEDINGS OF THE FOURTEENTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTATION COMPANION (GECCO'12)
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Maximizing the number of polychronous groups in spiking networks
GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion
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Regularized logistic regression and multiobjective variable selection for classifying MEG data
Biological Cybernetics, Vol. 106, Núm. 6-7, pp. 389-405
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Toward understanding EDAs based on bayesian networks through a quantitative analysis
IEEE Transactions on Evolutionary Computation, Vol. 16, Núm. 2, pp. 173-189
2011
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A Differential Evolution Algorithm for the Detection of Synaptic Vesicles
2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)
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A Direct Optimization Approach to the P300 Speller
GECCO-2011: PROCEEDINGS OF THE 13TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE
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A differential evolution algorithm for the detection of synaptic vesicles
2011 IEEE Congress of Evolutionary Computation, CEC 2011
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A direct optimization approach to the P300 speller
Genetic and Evolutionary Computation Conference, GECCO'11
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Affinity Propagation Enhanced by Estimation of Distribution Algorithms
GECCO-2011: PROCEEDINGS OF THE 13TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE
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Affinity propagation enhanced by estimation of distribution algorithms
Genetic and Evolutionary Computation Conference, GECCO'11