Centro de Investigación en Tecnoloxías Intelixentes (CITIUS)
Centro singular
Luis
Magdalena Layos
Publicacións nas que colabora con Luis Magdalena Layos (44)
2021
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An Overview of Fuzzy Systems
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 25-47
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Design and Validation of an Explainable Fuzzy Beer Style Classifier
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 169-217
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Designing Interpretable Fuzzy Systems
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 119-168
- Explainable Fuzzy Systems : Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems
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Interpretability Constraints and Criteria for Fuzzy Systems
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 49-89
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Remarks and Prospects on Explainable Fuzzy Systems
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 219-225
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Revisiting Indexes for Assessing Interpretability of Fuzzy Systems
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 91-118
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Toward Explainable Artificial Intelligence Through Fuzzy Systems
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 1-23
2016
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Enhancing Fingrams to deal with precise fuzzy systems
Fuzzy Sets and Systems, Vol. 297, pp. 1-25
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Special Issue on selected papers from the IFSA-EUSFLAT2015 conference
International Journal of Approximate Reasoning
2015
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QUALE ®: A new Toolbox for Quantitative and Qualitative Analysis of Human Perceptions
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
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Revisiting the IFSA-EUSFLAT 2015 conference
Mathware & soft computing: The Magazine of the European Society for Fuzzy Logic and Technology, Vol. 22, Núm. 2, pp. 20-22
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Understanding the Inference Mechanism of FURIA by means of Fingrams
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
2014
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Analyzing fuzzy association rules with Fingrams in KEEL
IEEE International Conference on Fuzzy Systems
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Customization of Products Assisted by Kansei Engineering, Sensory Analysis and Soft Computing
Communications in Computer and Information Science
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FAR-Fingrams. A visual tool for interpretability analysis of fuzzy association rules
Mathware & soft computing: The Magazine of the European Society for Fuzzy Logic and Technology, Vol. 21, Núm. 1, pp. 20-22
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Some Insights on Interpretable Fuzzy Systems
Mathware & soft computing: The Magazine of the European Society for Fuzzy Logic and Technology, Vol. 21, Núm. 1, pp. 12-14
2013
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Fingrams: Visual representations of fuzzy rule-based inference for expert analysis of comprehensibility
IEEE Transactions on Fuzzy Systems, Vol. 21, Núm. 6, pp. 1133-1149
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Interpretability analysis of fuzzy association rules supported by fingrams
8th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2013 - Advances in Intelligent Systems Research
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Quest for Interpretability-Accuracy Trade-off Supported by Fingrams into the Fuzzy Modeling Tool GUAJE
International Journal of Computational Intelligence Systems, Vol. 6, Núm. SUPPL1, pp. 46-60