Roberto
Santana Hermida
Basque Center for Applied Mathematics
Bilbao, EspañaPublikationen in Zusammenarbeit mit Forschern von Basque Center for Applied Mathematics (16)
2023
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Introducing multi-dimensional hierarchical classification: Characterization, solving strategies and performance measures
Neurocomputing, Vol. 533, pp. 141-160
2022
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Analysis of dominant classes in universal adversarial perturbations
Knowledge-Based Systems, Vol. 236
2021
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Analysis of the sensitivity of the End-Of-Turn Detection task to errors generated by the Automatic Speech Recognition process
Engineering Applications of Artificial Intelligence, Vol. 100
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Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation
Neurocomputing, Vol. 462, pp. 426-439
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In-depth analysis of SVM kernel learning and its components
Neural Computing and Applications, Vol. 33, Núm. 12, pp. 6575-6594
2020
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Bayesian Optimization Approaches for Massively Multi-modal Problems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Evolving Gaussian Process Kernels for Translation Editing Effort Estimation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Exploring Gaps in DeepFool in Search of More Effective Adversarial Perturbations
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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A dialogue-act taxonomy for a virtual coach designed to improve the life of elderly
Multimodal Technologies and Interaction, Vol. 3, Núm. 3
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An Experimental Study in Adaptive Kernel Selection for Bayesian Optimization
IEEE Access, Vol. 7, pp. 184294-184302
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Data generation approaches for topic classification in multilingual spoken dialog systems
ACM International Conference Proceeding Series
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Sentiment analysis with genetically evolved Gaussian kernels
GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference
2018
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Algorithm 989: Perm_mateda: A matlab toolbox of estimation of distribution algorithms for permutation-based combinatorial optimization problems
ACM Transactions on Mathematical Software, Vol. 44, Núm. 4
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The relationship between graphical representations of regular vine copulas and polytrees
Communications in Computer and Information Science
2017
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An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study
Swarm Intelligence, Vol. 11, Núm. 2, pp. 101-130
2016
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Vine copula classifiers for the mind reading problem
Progress in Artificial Intelligence, Vol. 5, Núm. 4, pp. 289-305