Ibai Roman

12 papers A 1B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
MarMot: Metamorphic Runtime Monitoring of Autonomous Driving Systems.
ACM Trans. Softw. Eng. Methodol.
Jon Ayerdi, Asier Iriarte, Pablo Valle, Ibai Roman, Miren Illarramendi, Aitor Arrieta
2023 J jnl
Metamorphic Runtime Monitoring of Autonomous Driving Systems.
CoRR
Jon Ayerdi, Asier Iriarte, Pablo Valle, Ibai Roman, Miren Illarramendi, Aitor Arrieta
2021 J jnl
Evolution of Gaussian Process kernels for machine translation post-editing effort estimation.
Ann. Math. Artif. Intell.
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
2021 J jnl
Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation.
Neurocomputing
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
2021 J jnl
In-depth analysis of SVM kernel learning and its components.
Neural Comput. Appl.
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
2019 J jnl
An Experimental Study in Adaptive Kernel Selection for Bayesian Optimization.
IEEE Access
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
2019 — conf
Bayesian Optimization Approaches for Massively Multi-modal Problems.
LION
Ibai Roman, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
2019 — conf
Evolving Gaussian Process Kernels for Translation Editing Effort Estimation.
LION
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
2019 J jnl
Evolving Gaussian Process kernels from elementary mathematical expressions.
CoRR
Ibai Roman, Roberto Santana, Alexander Mendiburu, José Antonio Lozano
2019 J jnl
Sentiment analysis with genetically evolved Gaussian kernels.
CoRR
Ibai Roman, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
2019 A conf
Sentiment analysis with genetically evolved gaussian kernels.
GECCO
Ibai Roman, Alexander Mendiburu, Roberto Santana, José Antonio Lozano
2016 B conf
Bayesian optimization for parameter tuning in evolutionary algorithms.
CEC
Ibai Roman, Josu Ceberio, Alexander Mendiburu, José Antonio Lozano