JOSE MARIA
ALONSO MORAL
Senior university lecturer
Publications (141) Publications in which a researcher has participated
2024
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Enriching interactive explanations with fuzzy temporal constraint networks
International Journal of Approximate Reasoning
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How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]
IEEE Computational Intelligence Magazine, Vol. 19, Núm. 1, pp. 81-82
2023
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An art painting style explainable classifier grounded on logical and commonsense reasoning
Soft Computing
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Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI
Communications in Computer and Information Science
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Investigating Human-Centered Perspectives in Explainable Artificial Intelligence
CEUR Workshop Proceedings
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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)
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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
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Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers
Neurocomputing, Vol. 512, pp. 203-224
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Automatic linguistic reporting of customer activity patterns in open malls
Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3369-3395
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FCE: Feedback Based Counterfactual Explanations for Explainable AI
IEEE Access, Vol. 10, pp. 72363-72372
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Intelixencia artificial fiable: moda ou necesidade ?
Tempos novos: revista mensual de información para o debate, Núm. 306, pp. 14-17
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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
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A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services
IEEE International Conference on Fuzzy Systems
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A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence
IEEE Access, Vol. 9, pp. 11974-12001
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A multilayer multimodal detection and prediction model based on explainable artificial intelligence for Alzheimer’s disease
Scientific Reports, Vol. 11, Núm. 1
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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
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Estimation of Customer Activity Patterns in Open Malls by Means of Combining Localization and Process Mining Techniques
Advances in Intelligent Systems and Computing
- Explainable Fuzzy Systems : Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems