Computer Science
Listando 14 trabajos del autor/autora 38
Lista de trabajos en el área Computer Science
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Article
On the human evaluation of universal audio adversarial perturbations
Vadillo, Jon; Santana, Roberto
COMPUTERS & SECURITY
0167-4048 (2021)
DOI /
10.1016/j.cose.2021.102495
Hybrid
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8
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0
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GP-based methods for domain adaptation: using brain decoding across subjects as a test-case
Santana, Roberto; Marti, Luis; Zhang, Mengjie
GENETIC PROGRAMMING AND EVOLVABLE MACHINES
1389-2576 (2019)
DOI /
10.1007/s10710-019-09352-6
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7
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Detection of sand dunes on Mars using a regular vine-based classification approach
Carrera, Diana; Bandeira, Lourenco; Santana, Roberto; Lozano, Jose A.
KNOWLEDGE-BASED SYSTEMS
0950-7051 (2019)
DOI /
10.1016/j.knosys.2018.10.011
Green accepted
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4
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An investigation of the selection strategies impact on MOEDAs: CMA-ES and UMDA
Strickler, Andrei; Castro, Olacir, Jr.; Pozo, Aurora; Santana, Roberto
APPLIED SOFT COMPUTING
1568-4946 (2018)
DOI /
10.1016/j.asoc.2017.09.031
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4
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Analysis of the sensitivity of the End-Of-Turn Detection task to errors generated by the Automatic Speech Recognition process
Montenegro, Cesar; Santana, Roberto; Lozano, Jose A.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
0952-1976 (2021)
DOI /
10.1016/j.engappai.2021.104189
Gold other, Green accepted
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3
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Multiobjective decomposition-based Mallows Models estimation of distribution algorithm. A case of study for permutation flowshop scheduling problem
Zangari, Murilo; Mendiburu, Alexander; Santana, Roberto; Pozo, Aurora
INFORMATION SCIENCES
0020-0255 (2017)
DOI /
10.1016/j.ins.2017.02.034
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3
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Analysis of the transferability and robustness of GANs evolved for Pareto set approximations
Garciarena, Unai; Mendiburu, Alexander; Santana, Roberto
NEURAL NETWORKS
0893-6080 (2020)
DOI /
10.1016/j.neunet.2020.09.003
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3
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Algorithm 989: perm_mateda: A Matlab Toolbox of Estimation of Distribution Algorithms for Permutation-based Combinatorial Optimization Problems
Irurozki, Ekhine; Ceberio, Josu; Santamaria, Josean; Santana, Roberto; Mendiburu, Alexander
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE
0098-3500 (2018)
DOI /
10.1145/3206429
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2
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Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation
Roman, Ibai; Santana, Roberto; Mendiburu, Alexander; Lozano, Jose A.
NEUROCOMPUTING
0925-2312 (2021)
DOI /
10.1016/j.neucom.2021.08.020
Hybrid
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3
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An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study
Castro, Olacir R., Jr.; Pozo, Aurora; Lozano, Jose A.; Santana, Roberto
SWARM INTELLIGENCE
1935-3812 (2017)
DOI /
10.1007/s11721-017-0134-9
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2
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An extensive analysis of the interaction between missing data types, imputation methods, and supervised classifiers
Garciarena, Unai; Santana, Roberto
EXPERT SYSTEMS WITH APPLICATIONS
0957-4174 (2017)
DOI /
10.1016/j.eswa.2017.07.026
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1
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Estimation of distribution algorithms for the computation of innovation estimators of diffusion processes
Arenas, Zochil Gonzalez; Jimenez, Juan Carlos; Lozada-Chang, Li-Vang; Santana, Roberto
MATHEMATICS AND COMPUTERS IN SIMULATION
0378-4754 (2021)
DOI /
10.1016/j.matcom.2021.03.017
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Towards Automatic Construction of Multi-Network Models for Heterogeneous Multi-Task Learning
Garciarena, Unai; Mendiburu, Alexander; Santana, Roberto
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
1556-4681 (2021)
DOI /
10.1145/3434748
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2
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Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape
Martins, Marcella S. R.; Yafrani, Mohamed El; Delgado, Myriam; Luders, Ricardo; Santana, Roberto; Siqueira, Hugo V.; Akcay, Huseyin G.; Ahiod, Belaid
JOURNAL OF HEURISTICS
1381-1231 (2021)
DOI /
10.1007/s10732-021-09469-x
