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ORCIDAlejandro Morales Hernández
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2020 – today
- 2024
[j5]Alejandro Morales Hernández
, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Ivo Couckuyt, Jeroen Jordens, Maarten Witters, Bart Van Doninck:
Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application. Eng. Comput. 40(4): 2497-2511 (2024)- 2023
- [j4]Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez:
A survey on multi-objective hyperparameter optimization algorithms for machine learning. Artif. Intell. Rev. 56(8): 8043-8093 (2023) - [c2]Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck:
Multi-objective Optimization of Adhesive Bonding Process in Constrained and Noisy Settings. OLA 2023: 213-223 - 2022
- [j3]Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof:
Online learning of windmill time series using Long Short-term Cognitive Networks. Expert Syst. Appl. 205: 117721 (2022) - [c1]Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles:
Multi-objective Hyperparameter Optimization with Performance Uncertainty. OLA 2022: 37-46 - [i6]Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles:
Multi-objective hyperparameter optimization with performance uncertainty. CoRR abs/2209.04340 (2022) - 2021
- [j2]Alejandro Morales Hernández, María Matilde García Lorenzo, Yailen Martínez Jiménez, Leidys Cabrera Hernández, Gladys María Casas Cardoso:
New Diversity Measures Based on the Coverage and Similarity of the Classification. Computación y Sistemas 25(3) (2021) - [i5]Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof:
Online learning of windmill time series using Long Short-term Cognitive Networks. CoRR abs/2107.00425 (2021) - [i4]Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez:
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning. CoRR abs/2111.13755 (2021) - [i3]Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof:
Measuring Wind Turbine Health Using Drifting Concepts. CoRR abs/2112.04933 (2021) - [i2]Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck:
Multi-objective simulation optimization of the adhesive bonding process of materials. CoRR abs/2112.06769 (2021) - [i1]Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Jeroen Jordens, Maarten Witters, Bart Van Doninck:
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding. CoRR abs/2112.08760 (2021)
2010 – 2019
- 2016
- [j1]Leidys Cabrera Hernández, Alejandro Morales Hernández, Gladys María Casas Cardoso:
Diversity Measures for Building Multiple Classifier Systems Using Genetic Algorithms. Computación y Sistemas 20(4) (2016)
Coauthor Index
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