Seguir
Roberto Santana
Título
Citado por
Citado por
Año
Machine learning in bioinformatics
P Larrañaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ...
Briefings in bioinformatics 7 (1), 86-112, 2006
8832006
A review on evolutionary algorithms in Bayesian network learning and inference tasks
P Larranaga, H Karshenas, C Bielza, R Santana
Information Sciences 233, 109-125, 2013
1662013
Protein folding in simplified models with estimation of distribution algorithms
R Santana, P Larrañaga, JA Lozano
Evolutionary Computation, IEEE Transactions on 12 (4), 418-438, 2008
1642008
A review of estimation of distribution algorithms in bioinformatics
R Armañanzas, I Inza, R Santana, Y Saeys, JL Flores, JA Lozano, ...
BioData mining 1 (6), 2008
1252008
Estimation of distribution algorithms with Kikuchi approximations
R Santana
Evolutionary Computation 13 (1), 67-97, 2005
1082005
Multiobjective estimation of distribution algorithm based on joint modeling of objectives and variables
H Karshenas, R Santana, C Bielza, P Larranaga
IEEE Transactions on Evolutionary Computation 18 (4), 519-542, 2013
98*2013
A review on probabilistic graphical models in evolutionary computation
P Larrañaga, H Karshenas, C Bielza, R Santana
Journal of Heuristics 18 (5), 795-819, 2012
912012
An extensive analysis of the interaction between missing data types, imputation methods, and supervised classifiers
U Garciarena, R Santana
Expert Systems with Applications 89, 52-65, 2017
872017
Mateda-2.0: Estimation of distribution algorithms in MATLAB
R Santana, C Bielza, P Larrañaga, JA Lozano, C Echegoyen, ...
Journal of Statistical Software 35 (7), 1-30, 2010
60*2010
A Markov network based factorized distribution algorithm for optimization
R Santana
Machine Learning: ECML 2003, 337-348, 2003
582003
Combining variable neighborhood search and estimation of distribution algorithms in the protein side chain placement problem
R Santana, P Larrañaga, JA Lozano
Journal of Heuristics 14 (5), 519-547, 2008
552008
The mixture of trees factorized distribution algorithm
R Santana, A Ochoa, MR Soto
Proceedings of the Genetic and Evolutionary Computation Conference GECCO …, 2001
512001
Exact Bayesian network learning in estimation of distribution algorithms
C Echegoyen, JA Lozano, R Santana, P Larranaga
Evolutionary Computation, 2007. CEC 2007. IEEE Congress on, 1051-1058, 2007
492007
The impact of probabilistic learning algorithms in EDAs based on Bayesian networks
C Echegoyen, R Santana, J Lozano, P Larrañaga
Linkage in evolutionary computation. Studies in Computational Intelligence …, 2008
43*2008
A markovianity based optimisation algorithm
S Shakya, R Santana, JA Lozano
Genetic Programming and Evolvable Machines, 1-37, 2008
412008
Learning factorizations in estimation of distribution algorithms using affinity propagation
R Santana, P Larraòaga, JA Lozano
Evolutionary Computation 18 (4), 515-546, 2010
402010
Research topics in discrete estimation of distribution algorithms based on factorizations
R Santana, P Larrañaga, JA Lozano
Memetic Computing 1 (1), 35-54, 2009
392009
Side chain placement using estimation of distribution algorithms
R Santana, P Larrañaga, JA Lozano
Artificial intelligence in medicine 39 (1), 49-63, 2007
392007
Regularized continuous estimation of distribution algorithms
H Karshenas, R Santana, C Bielza, P Larrañaga
Applied Soft Computing 13 (5), 2412-2432, 2013
372013
An EDA based on local Markov property and Gibbs sampling
S Shakya, R Santana
Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008
362008
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20