Roberto Santana 个人学术档案

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	总计	2019 年至今
引用	4666	1867
h 指数	32	18
i10 指数	95	39

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Jose A. LozanoBasque Center for Applied Mathematics (BCAM), University of the Basque Country UPV/EHU在 ehu.eus 的电子邮件经过验证
Pedro LarrañagaProfessor of Artificial Intelligence - Universidad Politécnica de Madrid在 fi.upm.es 的电子邮件经过验证
Alexander MendiburuIntelligent Systems Group ISG, University of the Basque Country UPV/EHU在 ehu.eus 的电子邮件经过验证
Concha BielzaProfessor of Statistics and Operations Research, Technical University of Madrid在 fi.upm.es 的电子邮件经过验证
Unai Garciarena HualdeIntelligent Systems Group ISG, University of the Basque Country UPV/EHU在 ehu.es 的电子邮件经过验证
Aurora Trinidad Ramirez PozoProfessor de Ciencias de Computacao, Universidade Federal do Parana在 inf.ufpr.br 的电子邮件经过验证
Rubén ArmañanzasDATAI / UNav在 ieee.org 的电子邮件经过验证
Siddhartha (Sid) ShakyaEBTIC, Khalifa University and BT在 bt.com 的电子邮件经过验证
Hossein KarshenasAssociate Professor, Artificial Intelligence Department, University of Isfahan在 eng.ui.ac.ir 的电子邮件经过验证
Inaki InzaIntelligent Systems Group ISG, Computer Science Faculty, University of the Basque Country UPV/EHU在 ehu.es 的电子邮件经过验证
Víctor RoblesUniversidad Politécnica de Madrid在 fi.upm.es 的电子邮件经过验证
Aritz PérezBasque Center for Applied Mathematics (BCAM)在 bcamath.org 的电子邮件经过验证
Ibai Roman Txopitea (ORCID 0000-00...Mondragon Unibertsitatea - Electronics And Computer Science Department (ROR 00wvqgd19)在 mondragon.edu 的电子邮件经过验证
Jon VadilloIntelligent Systems Group ISG, University of the Basque Country UPV/EHU在 ehu.eus 的电子邮件经过验证
Borja CalvoIntelligent Systems Group ISG, University of the Basque Country UPV/EHU在 ehu.eus 的电子邮件经过验证
Guzmán SantaféUniversidad Pública de Navarra在 unavarra.es 的电子邮件经过验证
Cesar MontenegroData Scientist, PhD在 ehu.eus 的电子邮件经过验证
Ricardo LüdersProfessor Titular, DAINF/CPGEI, Universidade Tecnológica Federal do Paraná在 utfpr.edu.br 的电子邮件经过验证
Marcella Scoczynski Ribeiro MartinsPhD at Federal University of Technology - Parana UTFPR在 utfpr.edu.br 的电子邮件经过验证
Myriam DelgadoFederal University of Technology of Paraná在 utfpr.edu.br 的电子邮件经过验证

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Roberto Santana

Intelligent Systems Group ISG, University of the Basque Country UPV/EHU

在 ehu.es 的电子邮件经过验证 - 首页

Estimation of Distribution Algorithms Evolutionary Computation Probabilistic Graphical Models Machine Learning


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	1078	2006
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	191	2013
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	172	2008
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	138	2008
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	131	2017
Estimation of distribution algorithms with Kikuchi approximations R Santana Evolutionary Computation 13 (1), 67-97, 2005	117	2005
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	114*	2013
A review on probabilistic graphical models in evolutionary computation P Larrañaga, H Karshenas, C Bielza, R Santana Journal of Heuristics 18, 795-819, 2012	103	2012
A Markov network based factorized distribution algorithm for optimization R Santana Machine Learning: ECML 2003, 337-348, 2003	64	2003
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
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	58	2008
The mixture of trees factorized distribution algorithm R Santana, A Ochoa, MR Soto Proceedings of the Genetic and Evolutionary Computation Conference GECCO …, 2001	54	2001
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	52	2007
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	46*	2008
A markovianity based optimisation algorithm S Shakya, R Santana, JA Lozano Genetic Programming and Evolvable Machines, 1-37, 2008	46	2008
Evolved GANs for generating Pareto set approximations U Garciarena, R Santana, A Mendiburu Proceedings of the genetic and evolutionary computation conference, 434-441, 2018	45	2018
Learning factorizations in estimation of distribution algorithms using affinity propagation R Santana, P Larraòaga, JA Lozano Evolutionary Computation 18 (4), 515-546, 2010	44	2010
Research topics in discrete estimation of distribution algorithms based on factorizations R Santana, P Larrañaga, JA Lozano Memetic Computing 1 (1), 35-54, 2009	44	2009
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	40	2008
Regularized continuous estimation of distribution algorithms H Karshenas, R Santana, C Bielza, P Larrañaga Applied Soft Computing 13 (5), 2412-2432, 2013	39	2013

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