MORALES HERNANDEZ, Alejandro

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

Results 1-16 of 16 (Search time: 0.004 seconds).

Issue DateTitleContributor(s)TypeCat.
12025Constrained Bayesian Optimization: A ReviewAMINI, Sasan; VAN NIEUWENHUYSE, Inneke; MORALES HERNANDEZ, AlejandroJournal ContributionA1
22024Bayesian 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
32023Essays on Machine Learning: Advances in Forecasting and OptimizationMORALES HERNANDEZ, AlejandroTheses and DissertationsT1
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
52023Common pitfalls in practical multi-objective optimizationMORALES HERNANDEZ, Alejandro; ROJAS GONZALEZ, Sebastian; VAN NIEUWENHUYSE, InnekeConference MaterialC2
62023A survey on multi-objective hyperparameter optimization algorithms for machine learningMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, SebastianJournal ContributionA1
72022Optimization of plasma-assisted surface treatment for adhesive bonding via Artificial IntelligenceJORDENS, Jeroen; Doninck, Bart; Couckuyt, Ivo; SATRIO LOKA, Nasrulloh; MORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; WITTERS, MaartenProceedings PaperC1
82022Tree-structured Parzen estimators with uncertainty for hyperparameter optimization of machine learning algorithmsMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, SebastianProceedings PaperC2
92022Encore 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
102022Online learning of windmill time series using Long Short-term Cognitive NetworksMORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
112022Measuring wind turbine health using fuzzy-concept-based drifting modelsJastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
122022Multi-objective hyperparameter optimization with performance uncertaintyMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; NAPOLES RUIZ, GonzaloProceedings PaperC1
132021Constrained 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
142021Measuring Wind Turbine Health Using Drifting ConceptsJastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenPreprintO
152021A survey on multi-objective hyperparameter optimization algorithms for Machine LearningMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, SebastianPreprintO
162021Multi-objective simulation optimization of the adhesive bonding process of materialsMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; ROJAS GONZALEZ, Sebastian; JORDENS, Jeroen; Witters, Maarten; Van Doninck, BartConference MaterialC2