FRANCISCO
HERRERA TRIGUERO
CATEDRÁTICO DE UNIVERSIDAD
Publications (1,020) FRANCISCO HERRERA TRIGUERO publications
2024
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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends
IEEE/CAA Journal of Automatica Sinica, Vol. 11, Núm. 4, pp. 824-850
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Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
Information Fusion
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General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance
Information Fusion, Vol. 103
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Measuring Additive Consistency of Linguistic Preference Relations in a Personalized-Individual-Semantics Context: A Systematic Investigation with Axiomatic Design
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 54, Núm. 4, pp. 2613-2624
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Metric learning for monotonic classification: turning the space up to the limits of monotonicity
Applied Intelligence, Vol. 54, Núm. 5, pp. 4443-4466
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On generating trustworthy counterfactual explanations
Information Sciences, Vol. 655
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On the Suitability of Fuzzy Rule-Based Classification Systems with Noisy Data
IEEE Transactions on Fuzzy Systems
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On-line linguistic Decision Support System based on Citizen Crowd Decision Making
Information Fusion, Vol. 108
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Toward Responsible Artificial Intelligence Systems: Safety and Trustworthiness
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023
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A Trust Risk Dynamic Management Mechanism Based on Third-Party Monitoring for the Conflict-Eliminating Process of Social Network Group Decision Making
IEEE Transactions on Cybernetics, Vol. 53, Núm. 6, pp. 3399-3413
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An improved multiplicative acceptability consistency-driven group decision making with triangular fuzzy reciprocal preference relations
Computers and Industrial Engineering, Vol. 176
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Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
Information Fusion, Vol. 99
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Consensus Convergence Speed in Social Network DeGroot Model: The Effects of the Agents with High Self-Confidence Levels
IEEE Transactions on Computational Social Systems, Vol. 10, Núm. 5, pp. 2882-2892
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Corrigendum to “An improved multiplicative acceptability consistency-driven group decision making with triangular fuzzy reciprocal preference relations” [Comput. Ind. Eng. 176 (2023) 108981] (Computers & Industrial Engineering (2023) 176, (S0360835223000050), (10.1016/j.cie.2023.108981))
Computers and Industrial Engineering
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Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis for Leveraging the Wisdom of the Crowd
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 53, Núm. 1, pp. 369-379
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Design and consensus content validity of the questionnaire for b-learning education: A 2-Tuple Fuzzy Linguistic Delphi based Decision Support Tool
Applied Soft Computing, Vol. 147
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EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks
Neural Networks, Vol. 158, pp. 59-82
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Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence
Information Fusion, Vol. 99
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Explainable Crowd Decision Making methodology guided by expert natural language opinions based on Sentiment Analysis with Attention-based Deep Learning and Subgroup Discovery
Information Fusion, Vol. 97
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Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series
Information Fusion, Vol. 100