VANHOOF, Koen

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VANHOOF, Koen
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koen.vanhoof@uhasselt.be
 
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Publications

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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
22024Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive MapsGrau, Isel; NAPOLES RUIZ, Gonzalo; Hoitsma, Fabian; KOUTSOVITI-KOUMERI, Lisa; VANHOOF, KoenProceedings PaperC1
32023Fuzzy Cognitive Map-Driven Comprehensive Time-Series ClassificationJastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Homenda, Wladyslaw; VANHOOF, KoenJournal ContributionA1
42022Online learning of windmill time series using Long Short-term Cognitive NetworksMORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
52022Explanation of Multi-Label Neural Networks with Layer-Wise Relevance PropagationBello, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Garcia, Maria M.; Bello, RafaelProceedings PaperC1
62022Evaluating time series similarity using concept-based modelsJastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
72022Measuring wind turbine health using fuzzy-concept-based drifting modelsJastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenJournal ContributionA1
82022Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive NetworksFRIAS DOMINGUEZ, Mabel; Nápoles, Gonzalo; Filiberto, Yaima; Bello, Rafael; VANHOOF, KoenProceedings PaperC1
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
102021Unveiling the Dynamic Behavior of Fuzzy Cognitive MapsConcepcion, L; NAPOLES RUIZ, Gonzalo; Falcon, R; VANHOOF, Koen; Bello, RJournal ContributionA1
112021Construction and Supervised Learning of Long-Term Grey Cognitive NetworksNAPOLES RUIZ, Gonzalo; Salmeron, Jose L.; VANHOOF, KoenJournal ContributionA1
122021Measuring Wind Turbine Health Using Drifting ConceptsJastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, KoenPreprintO
132021Best Next Preference Prediction Based on LSTM and Multi-level InteractionsFUENTES HERRERA, Ivett; NAPOLES RUIZ, Gonzalo; Arco García, Leticia; VANHOOF, KoenProceedings PaperC1
142021Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive NetworksFRIAS DOMINGUEZ, Mabel; NAPOLES RUIZ, Gonzalo; Filiberto, Yaima; Bello, Rafael; VANHOOF, KoenProceedings PaperC1
152021Data quality measures based on granular computing for multi-label classificationBELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Bello, RafaelJournal ContributionA1
162021Natural language techniques supporting decision modelersArco, Leticia; NAPOLES RUIZ, Gonzalo; VANHOENSHOVEN, Frank; Lara, Ana Laura; Casas, Gladys; VANHOOF, KoenJournal ContributionA1
172021Theoretical Analysis of the State Space of Fuzzy Cognitive Maps using Shrink FunctionsCONCEPCION PEREZ, Leonardo; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, KoenJournal ContributionA2
182021Layer-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
192020Extraction of high-level features and labels in multi-label classification problemsBELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; Ricardo, Sanchez; VANHOOF, Koen; Rafael, BelloProceedings PaperC2
202020Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approachesNAPOLES RUIZ, Gonzalo; Jastrzębska, Agnieszka; Mosquera, Carlos; VANHOOF, Koen; Homenda, WładysławJournal ContributionA1
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