Publikationen (151) Publikationen von JOSE MARIA ALONSO MORAL

2024

  1. An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence

    IEEE Intelligent Systems, Vol. 39, Núm. 1, pp. 18-28

  2. Enriching interactive explanations with fuzzy temporal constraint networks

    International Journal of Approximate Reasoning

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

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

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

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

  5. Operationalizing Explainable AI in the EU Regulatory Ecosystem

    IEEE Intelligent Systems

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. Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP

    ACL 2023 - 4th Workshop on Insights from Negative Results in NLP, Proceedings

  8. Some lessons learned reproducing human evaluation of a data-to-text system

    HumEval 2023 - Proceedings of the 3rd Workshop on Human Evaluation of NLP Systems, associated with the 14th International Conference on Recent Advances in Natural Language Processing 2023, RANLP 2023

  9. 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)

  10. 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. Dealing with hallucination and omission in neural Natural Language Generation: A use case on meteorology

    15th International Natural Language Generation Conference, INLG 2022

  4. FCE: Feedback Based Counterfactual Explanations for Explainable AI

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

  5. Intelixencia artificial fiable: moda ou necesidade ?

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