NAPOLES RUIZ, Gonzalo

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NAPOLES RUIZ, Gonzalo
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gonzalo.napoles@uhasselt.be
 
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Publications

Results 1-20 of 94 (Search time: 0.002 seconds).

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Issue DateTitleContributor(s)TypeCat.
12026Quantifying Group Fairness with Fuzzy-Rough Sets in Pattern Classification ProblemsKOUTSOVITI-KOUMERI, Lisa; NAPOLES RUIZ, Gonzalo; VANHOOF, KoenProceedings PaperC1
22025Estimating the limit state space of quasi-nonlinear Fuzzy Cognitive MapsCONCEPCION PEREZ, Leonardo; NAPOLES RUIZ, Gonzalo; Jastrzebska, Agnieszka; Grau, Isel; Salgueiro, YamisleydiJournal ContributionA1
32025Learning of Fuzzy Cognitive Map models without training dataNAPOLES RUIZ, Gonzalo; Grau, Isel; CONCEPCION PEREZ, Leonardo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
42025Classic Fuzzy Cognitive Maps Are Not Universal ApproximatorsConcepcion, Leonardo; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
52025Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive MapsNAPOLES RUIZ, Gonzalo; Grau, Isel; Jastrzebska, Agnieszka; Salgueiro, YamisleydiJournal ContributionA1
62024Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive MapsGrau, Isel; NAPOLES RUIZ, Gonzalo; Hoitsma, Fabian; KOUTSOVITI-KOUMERI, Lisa; VANHOOF, KoenProceedings PaperC1
72023Fuzzy Cognitive Map-Driven Comprehensive Time-Series ClassificationJastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Homenda, Wladyslaw; VANHOOF, KoenJournal ContributionA1
82022Explanation of Multi-Label Neural Networks with Layer-Wise Relevance PropagationBello, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Garcia, Maria M.; Bello, RafaelProceedings Paper
92022Evaluating time series similarity using concept-based modelsJastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
102022A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasetsNAPOLES RUIZ, Gonzalo; KOUTSOVITI-KOUMERI, LisaJournal ContributionA1
112022Measuring wind turbine health using fuzzy-concept-based drifting modelsJastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
122022Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problemsPena, Julio C.; NAPOLES RUIZ, Gonzalo; Salgueiro, YamisleydiJournal ContributionA1
132022Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler ModelsCONCEPCION PEREZ, Leonardo; NAPOLES RUIZ, Gonzalo; Grau, Isel; Pedrycz, WitoldJournal ContributionA1
142022Multi-objective hyperparameter optimization with performance uncertaintyMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; NAPOLES RUIZ, GonzaloProceedings PaperC1
152022Encore 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
162022Online learning of windmill time series using Long Short-term Cognitive NetworksMORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
172022Modeling Implicit Bias with Fuzzy Cognitive MapsNAPOLES RUIZ, Gonzalo; Grau, Isel; CONCEPCION PEREZ, Leonardo; KOUTSOVITI-KOUMERI, Lisa; Papa, João PauloJournal ContributionA1
182021Theoretical Analysis of the State Space of Fuzzy Cognitive Maps using Shrink FunctionsCONCEPCION PEREZ, Leonardo; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, KoenJournal ContributionA2
192021On the Performance of the Nonsynaptic Backpropagation for Training Long-term Cognitive NetworksNAPOLES RUIZ, Gonzalo; Grau, I.; CONCEPCION PEREZ, Leonardo; Salgueiro, YamisleydiProceedings PaperC1
202021Bias Quantification for Protected Features in Pattern Classification ProblemsKOUTSOVITI-KOUMERI, Lisa; NAPOLES RUIZ, GonzaloProceedings PaperC1
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