Publicacións (146) Publicacións de JOSE MARIA ALONSO MORAL

2024

  1. Enriching interactive explanations with fuzzy temporal constraint networks

    International Journal of Approximate Reasoning

  2. How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]

    IEEE Computational Intelligence Magazine, Vol. 19, Núm. 1, pp. 81-82

  3. Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics

    Argument and Computation, Vol. 15, Núm. 1, pp. 49-107

2023

  1. A Confusion Matrix for Evaluating Feature Attribution Methods

    IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

  2. An art painting style explainable classifier grounded on logical and commonsense reasoning

    Soft Computing

  3. Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI

    Communications in Computer and Information Science

  4. Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

    Information Fusion, Vol. 99

  5. Exploring the balance between interpretability and performance with carefully designed constrainable Neural Additive Models

    Information Fusion, Vol. 99

  6. Investigating Human-Centered Perspectives in Explainable Artificial Intelligence

    CEUR Workshop Proceedings

  7. The Role of Speculations for Explainable and Trustworthy Artificial Intelligence: A Use Case on Art Genre Classification

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

  8. Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges

    Artificial Intelligence Review, Vol. 56, Núm. 10, pp. 11149-11296

2022

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

    Neurocomputing, Vol. 512, pp. 203-224

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

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

  3. FCE: Feedback Based Counterfactual Explanations for Explainable AI

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

  4. Intelixencia artificial fiable: moda ou necesidade ?

    Tempos novos: revista mensual de información para o debate, Núm. 306, pp. 14-17

  5. 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

2021

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

    IEEE International Conference on Fuzzy Systems

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

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

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

    Scientific Reports, Vol. 11, Núm. 1

  4. An Overview of Fuzzy Systems

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