Diversity Measures for Building Multiple Classifier Systems Using Genetic Algorithms. - Leidys Cabrera Hernández; Alejandro Morales Hernández; Gladys María Casas Cardoso (Computación y Sistemas, 2016)

Measuring Wind Turbine Health Using Drifting Concepts. - Agnieszka Jastrzebska; Alejandro Morales Hernández; Gonzalo Nápoles; Yamisleydi Salgueiro; Koen Vanhoof (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)

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)

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)

Multi-objective Hyperparameter Optimization with Performance Uncertainty. - Alejandro Morales Hernández; Inneke Van Nieuwenhuyse; Gonzalo Nápoles (OLA, 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 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 (OLA, 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)

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., 2024)

Constrained Bayesian Optimization: A Review. - Sasan Amini; Inneke Van Nieuwenhuyse; Alejandro Morales-Hernández (IEEE Access, 2025)

Calibration of Vehicular Traffic Simulation Models by Local Optimization. - Davide Andrea Guastella; Alejandro Morales-Hernández; Bruno Cornelis; Gianluca Bontempi (CoRR, 2025)