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 90 (Search time: 0.003 seconds).

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Issue DateTitleContributor(s)TypeCat.
12025Learning of Fuzzy Cognitive Map models without training dataNAPOLES RUIZ, Gonzalo; Grau, Isel; CONCEPCION PEREZ, Leonardo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
22025Estimating the limit state space of quasi-nonlinear Fuzzy Cognitive MapsCONCEPCION PEREZ, Leonardo; NAPOLES RUIZ, Gonzalo; Jastrzebska, Agnieszka; Grau, Isel; Salgueiro, YamisleydiJournal ContributionA1
32025Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive MapsNAPOLES RUIZ, Gonzalo; Grau, Isel; Jastrzebska, Agnieszka; Salgueiro, YamisleydiJournal ContributionA1
42023Fuzzy Cognitive Map-Driven Comprehensive Time-Series ClassificationJastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Homenda, Wladyslaw; VANHOOF, KoenJournal ContributionA1
52022Multi-objective hyperparameter optimization with performance uncertaintyMORALES HERNANDEZ, Alejandro; VAN NIEUWENHUYSE, Inneke; NAPOLES RUIZ, GonzaloProceedings PaperC1
62022Explanation of Multi-Label Neural Networks with Layer-Wise Relevance PropagationBello, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Garcia, Maria M.; Bello, RafaelProceedings PaperC1
72022Online learning of windmill time series using Long Short-term Cognitive NetworksMORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
82022Evaluating time series similarity using concept-based modelsJastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
92022Measuring wind turbine health using fuzzy-concept-based drifting modelsJastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
102022Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problemsPena, Julio C.; NAPOLES RUIZ, Gonzalo; Salgueiro, YamisleydiJournal ContributionA1
112022Modeling Implicit Bias with Fuzzy Cognitive MapsNAPOLES RUIZ, Gonzalo; Grau, Isel; CONCEPCION PEREZ, Leonardo; KOUTSOVITI-KOUMERI, Lisa; Papa, João PauloJournal ContributionA1
122022Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler ModelsCONCEPCION PEREZ, Leonardo; NAPOLES RUIZ, Gonzalo; Grau, Isel; Pedrycz, WitoldJournal ContributionA1
132022A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasetsNAPOLES RUIZ, Gonzalo; KOUTSOVITI-KOUMERI, LisaJournal ContributionA1
142021Bias Quantification for Protected Features in Pattern Classification ProblemsKOUTSOVITI-KOUMERI, Lisa; NAPOLES RUIZ, GonzaloProceedings PaperC1
152021On the Performance of the Nonsynaptic Backpropagation for Training Long-term Cognitive NetworksNAPOLES RUIZ, Gonzalo; Grau, I.; CONCEPCION PEREZ, Leonardo; Salgueiro, YamisleydiProceedings PaperC1
162021Measuring Wind Turbine Health Using Drifting ConceptsJastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenPreprintO
172021Theoretical Analysis of the State Space of Fuzzy Cognitive Maps using Shrink FunctionsCONCEPCION PEREZ, Leonardo; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, KoenJournal ContributionA2
182021Best Next Preference Prediction Based on LSTM and Multi-level InteractionsFUENTES HERRERA, Ivett; NAPOLES RUIZ, Gonzalo; Arco García, Leticia; VANHOOF, KoenProceedings PaperC1
192021Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive NetworksFRIAS DOMINGUEZ, Mabel; NAPOLES RUIZ, Gonzalo; Filiberto, Yaima; Bello, Rafael; VANHOOF, KoenProceedings PaperC1
202021Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated CoinfectionsBELLO GARCIA, Marilyn; Aguilera, Yaumara; NAPOLES RUIZ, Gonzalo; Garcia, Maria M.; Bello, Rafael; VANHOOF, KoenProceedings PaperC1
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