Roberto Santana
TitleCited byYear
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
5262006
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
1472008
Estimation of distribution algorithms with Kikuchi approximations
R Santana
Evolutionary Computation 13 (1), 67-97, 2005
1072005
A review on evolutionary algorithms in Bayesian network learning and inference tasks
P LarrañAga, H Karshenas, C Bielza, R Santana
Information Sciences 233, 109-125, 2013
1062013
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
942008
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
672012
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, 2014
64*2014
A Markov network based factorized distribution algorithm for optimization
R Santana
Machine Learning: ECML 2003, 337-348, 2003
572003
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
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
502010
The mixture of trees factorized distribution algorithm
R Santana, A Ochoa, MR Soto
Proceedings of the Genetic and Evolutionary Computation Conference GECCO …, 2001
472001
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
432007
Research topics in discrete estimation of distribution algorithms based on factorizations
R Santana, P Larrañaga, JA Lozano
Memetic Computing 1 (1), 35-54, 2009
382009
Learning factorizations in estimation of distribution algorithms using affinity propagation
R Santana, P Larraòaga, JA Lozano
Evolutionary Computation 18 (4), 515-546, 2010
372010
Side chain placement using estimation of distribution algorithms
R Santana, P Larrañaga, JA Lozano
Artificial intelligence in medicine 39 (1), 49-63, 2007
372007
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
35*2008
Interactions and dependencies in estimation of distribution algorithms
R Santana, P Larranaga, JA Lozano
Evolutionary Computation, 2005. The 2005 IEEE Congress on 2, 1418-1425 Vol. 2, 2005
342005
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
332008
A markovianity based optimisation algorithm
S Shakya, R Santana, JA Lozano
Genetic Programming and Evolvable Machines, 1-37, 2008
332008
The Factorized Distribution Algorithm and the junction tree: A learning perspective
A Ochoa, M Soto, R Santana, J Madera, N Jorge
Second Symposium on Artificial Intelligence. Adaptive Systems. CIMAF 99, 368-377, 1999
331999
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Articles 1–20