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Isel Grau

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Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model

Jul 15, 2023
Mohsen Abbaspour Onari, Isel Grau, Marco S. Nobile, Yingqian Zhang

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Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps

May 17, 2023
Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof

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Which is the best model for my data?

Oct 26, 2022
Gonzalo Nápoles, Isel Grau, Çiçek Güven, Orçun Özdemir, Yamisleydi Salgueiro

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Modeling Implicit Bias with Fuzzy Cognitive Maps

Jan 13, 2022
Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Lisa Koutsoviti Koumeri, João Paulo Papa

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Forward Composition Propagation for Explainable Neural Reasoning

Dec 23, 2021
Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro

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Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification

Jul 07, 2021
Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel Leon Espinosa

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Long Short-term Cognitive Networks

Jun 30, 2021
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro

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An interpretable semi-supervised classifier using two different strategies for amended self-labeling

Jan 26, 2020
Isel Grau, Dipankar Sengupta, Maria M. Garcia Lorenzo, Ann Nowe

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