Alejandro Morales Hernández

According to our database, Alejandro Morales Hernández authored at least 10 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application.

Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Ivo Couckuyt, Jeroen Jordens, Maarten Witters, Bart Van Doninck

Eng. Comput., August, 2024

2023

A survey on multi-objective hyperparameter optimization algorithms for machine learning.

Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez

Artif. Intell. Rev., 2023

Multi-objective Optimization of Adhesive Bonding Process in Constrained and Noisy Settings.

Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck

Proceedings of the Optimization and Learning - 6th International Conference, 2023

2022

Online learning of windmill time series using Long Short-term Cognitive Networks.

Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof

Expert Syst. Appl., 2022

Multi-objective Hyperparameter Optimization with Performance Uncertainty.

Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles

Proceedings of the Optimization and Learning - 5th International Conference, 2022

2021

New Diversity Measures Based on the Coverage and Similarity of the Classification.

Alejandro Morales Hernández, María Matilde García Lorenzo, Yailen Martínez Jiménez, Leidys Cabrera Hernández, Gladys María Casas Cardoso

Computación y Sistemas, 2021

Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding.

Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Jeroen Jordens, Maarten Witters, Bart Van Doninck

CoRR, 2021

Multi-objective simulation optimization of the adhesive bonding process of materials.

Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck

CoRR, 2021

Measuring Wind Turbine Health Using Drifting Concepts.

Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof

CoRR, 2021

2016

Diversity Measures for Building Multiple Classifier Systems Using Genetic Algorithms.

Leidys Cabrera Hernández, Alejandro Morales Hernández, Gladys María Casas Cardoso

Computación y Sistemas, 2016