Ibai
Roman Txopitea
Universidad del País Vasco/Euskal Herriko Unibertsitatea
Lejona, EspañaPublicaciones en colaboración con investigadores/as de Universidad del País Vasco/Euskal Herriko Unibertsitatea (7)
2021
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Evolution of Gaussian Process kernels for machine translation post-editing effort estimation
Annals of Mathematics and Artificial Intelligence, Vol. 89, Núm. 8-9, pp. 835-856
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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)
2019
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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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Sentiment analysis with genetically evolved Gaussian kernels
GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference