Concepedia

Roberto Santana

RS

64

Publications

1.7K

Citations

25

H-Index

2001

Active since

Affiliations

University of the Basque Country(Current)

Universidad Politécnica de Madrid

Basque Center for Applied Mathematics

Universidade Federal do Paraná

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

Top concepts

EngineeringComputer ScienceStatisticsData ScienceStatistical InferenceMachine LearningCombinatorial OptimizationOperations ResearchData MiningSystems Engineering

Publications per year

2001–2024

64

Publications

64

Protein Folding in Simplified Models With Estimation of Distribution Algorithms

Roberto Santana, Pedro Larrañaga, José A. Lozano · IEEE Transactions on Evolutionary Computation · 2008 · 139 citations · Full text

Engineering, Molecular Biology, Protein Folding +16

An extensive analysis of the interaction between missing data types, imputation methods, and supervised classifiers

Unai Garciarena, Roberto Santana · Expert Systems with Applications · 2017 · 117 citations

Data Types, Classification Method, Data Classification +14

Multiobjective Estimation of Distribution Algorithm Based on Joint Modeling of Objectives and Variables

Hossein Karshenas, Roberto Santana, Concha Bielza et al. · IEEE Transactions on Evolutionary Computation · 2013 · 105 citations

Density Estimation, Joint Modeling, Engineering +13

Estimation of Distribution Algorithms with Kikuchi Approximations

Roberto Santana · Evolutionary Computation · 2005 · 88 citations

Engineering, Network Analysis, Graph Signal Processing +21

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 · 2007 · 44 citations · Full text

Mathematical Programming, Large-scale Global Optimization, Systems Biology +12

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