Publicaciones (1.019) Publicaciones de FRANCISCO HERRERA TRIGUERO

2024

  1. 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

  2. Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

    Information Fusion

  3. General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance

    Information Fusion, Vol. 103

  4. 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

  5. Metric learning for monotonic classification: turning the space up to the limits of monotonicity

    Applied Intelligence

  6. On generating trustworthy counterfactual explanations

    Information Sciences, Vol. 655

  7. On the Suitability of Fuzzy Rule-Based Classification Systems with Noisy Data

    IEEE Transactions on Fuzzy Systems

  8. 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

  1. 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

  2. An improved multiplicative acceptability consistency-driven group decision making with triangular fuzzy reciprocal preference relations

    Computers and Industrial Engineering, Vol. 176

  3. Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation

    Information Fusion, Vol. 99

  4. 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

  5. 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

  6. 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

  7. 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

  8. EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks

    Neural Networks, Vol. 158, pp. 59-82

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

    Information Fusion, Vol. 99

  10. 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

  11. Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series

    Information Fusion, Vol. 100

  12. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

    IEEE Transactions on Neural Networks and Learning Systems