Roberto Santana - Concepedia

Author

Roberto Santana

Also Known As

R. Rosales Santana, R. Santana, Raquel de Cássia Santana, Rebeca Dos Santos Santana, Renato Silva Santana, Ricardo E. De Santana, Roberto Santana, Roberto Santana Hermida, Rodrigo Valladares Santana, Santana Hermida, Roberto

285

Publications

3.7K

Citations

H-Index

168

Concepts

All Affiliations

University of the Basque Country Universidad Politécnica de Madrid Basque Center for Applied Mathematics Universidade Federal do Paraná

About

Roberto Santana is an author at University of the Basque Country specializing in engineering, computer science, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	24	51	1.5K
2	Business	3	3	83
3	Education	2	2	50
4	Arts	1	1	27
5	Health Sciences	1	1	10

Roberto Santana

Publications

1.7K

Citations

H-Index

Page 1

	Year	Citations
Protein Folding in Simplified Models With Estimation of Distribution Algorithms Roberto Santana, Pedro Larrañaga, José A. Lozano IEEE Transactions on Evolutionary Computation EngineeringMolecular BiologyProtein FoldingBiostatisticsMolecular Simulation	2008	139
An extensive analysis of the interaction between missing data types, imputation methods, and supervised classifiers Unai Garciarena, Roberto Santana Expert Systems with Applications Data TypesClassification MethodData ClassificationEngineeringData Science	2017	117
Multiobjective Estimation of Distribution Algorithm Based on Joint Modeling of Objectives and Variables Hossein Karshenas, Roberto Santana, Concha Bielza, IEEE Transactions on Evolutionary Computation Density EstimationJoint ModelingEngineeringData ScienceNew Multiobjective Estimation	2013	105
Estimation of Distribution Algorithms with Kikuchi Approximations Roberto Santana Evolutionary Computation EngineeringNetwork AnalysisGraph Signal ProcessingData ScienceUncertainty Quantification	2005	88
Combining variable neighborhood search and estimation of distribution algorithms in the protein side chain placement problem Roberto Santana, Pedro Larrañaga, José A. Lozano Journal of Heuristics Mathematical ProgrammingLarge-scale Global OptimizationSystems BiologyEngineeringLocal Search (Optimization)	2007	44
In-depth analysis of SVM kernel learning and its components Ibai Roman, Roberto Santana, Alexander Mendiburu, Neural Computing and Applications Support Vector MachineEngineeringMachine LearningData ScienceData Mining	2020	43
Evolved GANs for generating pareto set approximations Unai Garciarena, Roberto Santana, Alexander Mendiburu Proceedings of the Genetic and Evolutionary Computation Conference Artificial IntelligencePareto SetMachine LearningData ScienceEngineering	2018	42
<b>Mateda-2.0</b>: A<i>MATLAB</i>Package for the Implementation and Analysis of Estimation of Distribution Algorithms Roberto Santana, Carlos Echegoyen, Alexander Mendiburu, Journal of Statistical Software Numerical AnalysisOperations ResearchSearch OptimizationStatistical Signal ProcessingEngineering	2010	41
Exact Bayesian network learning in estimation of distribution algorithms Carlos Echegoyen, José A. Lozano, Roberto Santana, Bayesian StatisticEngineeringMachine LearningNetwork AnalysisEducation	2007	38
A Markovianity based optimisation algorithm Siddhartha Shakya, Roberto Santana, José A. Lozano Genetic Programming and Evolvable Machines EngineeringOptimisation AlgorithmOptimization ProblemIntelligent OptimizationSystems Engineering	2011	35

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