| A survey on multi-objective hyperparameter optimization algorithms for machine learning A Morales-Hernández, I Van Nieuwenhuyse, S Rojas Gonzalez Artificial Intelligence Review 56 (8), 8043-8093, 2023 | 87 | 2023 |
| Algoritmos de aprendizaje automático para clasificación de Splice Sites en secuencias genómicas H Díaz-Barrios, Y Alemán-Rivas, L Cabrera-Hernández, ... Revista Cubana de Ciencias Informáticas 9 (4), 155-170, 2015 | 9 | 2015 |
| Measuring wind turbine health using fuzzy-concept-based drifting models A Jastrzebska, AM Hernández, G Nápoles, Y Salgueiro, K Vanhoof Renewable Energy 190, 730-740, 2022 | 6 | 2022 |
| Online learning of windmill time series using Long Short-term Cognitive Networks A Morales-Hernández, G Nápoles, A Jastrzebska, Y Salgueiro, K Vanhoof Expert Systems with Applications 205, 117721, 2022 | 5 | 2022 |
| Medidas de diversidad para la construcción de sistemas multi-clasificadores usando algoritmos genéticos L Cabrera-Hernández, A Morales-Hernández, GM Casas-Cardoso Computación y Sistemas 20 (4), 729-747, 2016 | 5 | 2016 |
| Treatment choices based on multiplatform profiling platform, unlike those with sequencing alone, do not cause a cost explosion in refractory cancer patients KJ Russell, J Janssens, A Dean, A Hernandez, A Voss Value in Health 20 (9), A579, 2017 | 4 | 2017 |
| Construcción de sistemas multiclasificadores usando Algoritmos Genéticos y medidas de diversidad AM Hernández Tesis de Maestría en Universidad Central" Marta Abreu" de Las Villas. Villa …, 2014 | 4 | 2014 |
| Optimization of plasma-assisted surface treatment for adhesive bonding via artificial intelligence J Jordens, B Van Doninck, NRB Satrio, AM Hernández, I Couckuyt, ... 2nd International Conference on Industrial Applications of Adhesives 2022 …, 2022 | 3 | 2022 |
| Multi-objective hyperparameter optimization with performance uncertainty A Morales-Hernández, I Van Nieuwenhuyse, G Nápoles International Conference on Optimization and Learning, 37-46, 2022 | 2 | 2022 |
| Diversity measures for building multiple classifier systems using genetic algorithms L Cabrera-Hernández, A Morales-Hernández, GM Casas-Cardoso Computación y Sistemas 20 (4), 729-747, 2016 | 2 | 2016 |
| Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application A Morales-Hernández, S Rojas Gonzalez, I Van Nieuwenhuyse, ... Engineering with Computers, 1-15, 2024 | 1 | 2024 |
| Multi-objective optimization of adhesive bonding process in constrained and noisy settings A Morales-Hernández, I Van Nieuwenhuyse, S Rojas Gonzalez, ... International Conference on Optimization and Learning, 213-223, 2023 | 1 | 2023 |
| Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding A Morales-Hernández, SR Gonzalez, I Van Nieuwenhuyse, I Couckuyt, ... arXiv preprint arXiv:2112.08760, 2021 | 1 | 2021 |
| Common pitfalls in practical multi-objective optimization A MORALES HERNANDEZ, S ROJAS GONZALEZ, ... | | 2023 |
| Essays on Machine Learning: Advances in Forecasting and Optimization A Morales Hernández | | 2023 |
| TREE-STRUCTURED PARZEN ESTIMATORS WITH UNCERTAINTY FOR HYPERPARAMETER OPTIMIZATION OF MACHINE LEARNING ALGORITHMS A MORALES HERNANDEZ, I VAN NIEUWENHUYSE, ... | | 2022 |
| Multi-objective simulation optimization of the adhesive bonding process of materials A Morales-Hernández, I Van Nieuwenhuyse, SR Gonzalez, J Jordens, ... arXiv preprint arXiv:2112.06769, 2021 | | 2021 |
| Measuring Wind Turbine Health Using Drifting Concepts A Jastrzebska, A Morales-Hernández, G Nápoles, Y Salgueiro, K Vanhoof arXiv preprint arXiv:2112.04933, 2021 | | 2021 |
| New Diversity Measures Based on the Coverage and Similarity of the Classification A Morales-Hernández, L Cabrera-Hernández, Y Martínez-Jiménez, ... Computación y Sistemas 25 (3), 567-600, 2021 | | 2021 |
| Diagnóstico del riesgo de hipertensión arterial en niños aplicando sistemas neuroborrosos A Morales Hernández, G Casas Cardoso, EF González Rodríguez Revista Cubana de Informática Médica 11 (1), 33-46, 2019 | | 2019 |
