
JOSE MARIA
ALONSO MORAL
Profesor titular de universidade
Publicacións (138)
2022
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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
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FCE: Feedback Based Counterfactual Explanations for Explainable AI
IEEE Access, Vol. 10, pp. 72363-72372
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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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Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers
Neurocomputing, Vol. 512, pp. 203-224
2021
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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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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)
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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
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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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Toward Explainable Artificial Intelligence Through Fuzzy Systems
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 1-23
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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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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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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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Factual and Counterfactual Explanation of Fuzzy Information Granules
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 153-185
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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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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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An Overview of Fuzzy Systems
Studies in Computational Intelligence (Springer Science and Business Media Deutschland GmbH), pp. 25-47
- Explainable Fuzzy Systems : Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems
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Robust hybrid deep learning models for Alzheimer's progression detection
Knowledge-Based Systems, Vol. 213
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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
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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