MORALES HERNANDEZ, Alejandro

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MORALES HERNANDEZ, Alejandro
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alejandro.moraleshernandez@uhasselt.be
 
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Publications

Results 1-9 of 9 (Search time: 0.003 seconds).

Issue DateTitleContributor(s)TypeCat.
12024Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design applicationMORALES HERNANDEZ, Alejandro; ROJAS GONZALEZ, Sebastian; VAN NIEUWENHUYSE, Inneke; Couckuyt, Ivo; Jordens, Jeroen; Witters, Maarten; Van Doninck, BartJournal ContributionA1
22023A survey on multi-objective hyperparameter optimization algorithms for machine learningMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, SebastianJournal ContributionA1
32023Common pitfalls in practical multi-objective optimizationMORALES HERNANDEZ, Alejandro; ROJAS GONZALEZ, Sebastian; VAN NIEUWENHUYSE, InnekeConference MaterialC2
42023Multi-objective optimization of adhesive bonding process in constrained and noisy settingsMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, Sebastian; JORDENS, Jeroen; Witters, Maarten; Van Doninck, BartProceedings PaperC1
52022Measuring wind turbine health using fuzzy-concept-based drifting modelsJastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
62022Encore abstract "Online learning of windmill time series using Long Short-term Cognitive Networks"MORALES HERNANDEZ, Alejandro; Jastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Salgueiro Sicilia, Yamisleydi; VANHOOF, KoenConference MaterialC2
72022Tree-structured Parzen estimators with uncertainty for hyperparameter optimization of machine learning algorithmsMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, SebastianConference MaterialC2
82022Multi-objective hyperparameter optimization with performance uncertaintyMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; NAPOLES RUIZ, GonzaloProceedings PaperC1
92021Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bondingMORALES HERNANDEZ, Alejandro; ROJAS GONZALEZ, Sebastian; VAN NIEUWENHUYSE, Inneke; JORDENS, Jeroen; Witters, Maarten; Van Doninck, BartPreprintO