Alejandro Morales Hernández

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Classifier Ensemble

Multi Objective Optimization

Top Venues

Computación y Sistemas

Artif. Intell. Rev.

Publications

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) (2023)
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)
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles
Multi-objective hyperparameter optimization with performance uncertainty. CoRR (2022)
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 (2022)
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles
Multi-objective Hyperparameter Optimization with Performance Uncertainty. OLA (2022)
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)
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 (2021)
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
Online learning of windmill time series using Long Short-term Cognitive Networks. CoRR (2021)
Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
Measuring Wind Turbine Health Using Drifting Concepts. CoRR (2021)
Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning. CoRR (2021)
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 (2021)
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)