Publicacións (138)

2022

  1. Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance

    Future Generation Computer Systems, Vol. 133, pp. 68-83

  2. FCE: Feedback Based Counterfactual Explanations for Explainable AI

    IEEE Access, Vol. 10, pp. 72363-72372

  3. Automatic linguistic reporting of customer activity patterns in open malls

    Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3369-3395

  4. Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers

    Neurocomputing, Vol. 512, pp. 203-224

2021

  1. A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence

    IEEE Access, Vol. 9, pp. 11974-12001

  2. Interactive Natural Language Technology for Explainable Artificial Intelligence

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Estimation of Customer Activity Patterns in Open Malls by Means of Combining Localization and Process Mining Techniques

    Advances in Intelligent Systems and Computing

  4. A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services

    IEEE International Conference on Fuzzy Systems

  5. Toward Explainable Artificial Intelligence Through Fuzzy Systems

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 1-23

  6. Revisiting Indexes for Assessing Interpretability of Fuzzy Systems

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 91-118

  7. Remarks and Prospects on Explainable Fuzzy Systems

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 219-225

  8. Interpretability Constraints and Criteria for Fuzzy Systems

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 49-89

  9. Factual and Counterfactual Explanation of Fuzzy Information Granules

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 153-185

  10. Designing Interpretable Fuzzy Systems

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 119-168

  11. Design and Validation of an Explainable Fuzzy Beer Style Classifier

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 169-217

  12. An Overview of Fuzzy Systems

    Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 25-47

  13. Explainable Fuzzy Systems : Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems

  14. Robust hybrid deep learning models for Alzheimer's progression detection

    Knowledge-Based Systems, Vol. 213

  15. Modelling of the adsorption of urea herbicides by tropical soils with an Adaptive-Neural-based Fuzzy Inference System

    Journal of Chemometrics, Vol. 35, Núm. 5

  16. A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer’s disease

    Scientific Reports, Vol. 11, Núm. 1