Alejandro Morales Hernández

13 papers Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application.
Eng. Comput.
Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Ivo Couckuyt, Jeroen Jordens, Maarten Witters, Bart Van Doninck
2023 J jnl
A survey on multi-objective hyperparameter optimization algorithms for machine learning.
Artif. Intell. Rev.
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez
2023 — conf
Multi-objective Optimization of Adhesive Bonding Process in Constrained and Noisy Settings.
OLA
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck
2022 — conf
Multi-objective Hyperparameter Optimization with Performance Uncertainty.
OLA
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles
2022 J jnl
Multi-objective hyperparameter optimization with performance uncertainty.
CoRR
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles
2022 J jnl
Online learning of windmill time series using Long Short-term Cognitive Networks.
Expert Syst. Appl.
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
2021 J jnl
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning.
CoRR
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez
2021 J jnl
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding.
CoRR
Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Jeroen Jordens, Maarten Witters, Bart Van Doninck
2021 J jnl
Measuring Wind Turbine Health Using Drifting Concepts.
CoRR
Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2021 J jnl
Multi-objective simulation optimization of the adhesive bonding process of materials.
CoRR
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck
2021 J jnl
New Diversity Measures Based on the Coverage and Similarity of the Classification.
Computación y Sistemas
Alejandro Morales Hernández, María Matilde García Lorenzo, Yailen Martínez-Jiménez, Leidys Cabrera Hernández, Gladys María Casas Cardoso
2021 J jnl
Online learning of windmill time series using Long Short-term Cognitive Networks.
CoRR
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
2016 J jnl
Diversity Measures for Building Multiple Classifier Systems Using Genetic Algorithms.
Computación y Sistemas
Leidys Cabrera Hernández, Alejandro Morales Hernández, Gladys María Casas Cardoso