FRANCISCO
HERRERA TRIGUERO
CATEDRÁTICO DE UNIVERSIDAD
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King Abdulaziz University
Jeddah, Arabia SaudíPublicaciones en colaboración con investigadores/as de King Abdulaziz University (179)
2024
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Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation
IEEE Transactions on Neural Networks and Learning Systems, Vol. 35, Núm. 6, pp. 7391-7404
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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
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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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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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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EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks
Neural Networks, Vol. 158, pp. 59-82
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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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Mixed Opinion Dynamics Based on DeGroot Model and Hegselmann-Krause Model in Social Networks
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 53, Núm. 1, pp. 296-308
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Regret Theory-Based Three-Way Decision Method on Incomplete Multiscale Decision Information Systems With Interval Fuzzy Numbers
IEEE Transactions on Fuzzy Systems, Vol. 31, Núm. 3, pp. 982-996
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Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges
Information Fusion, Vol. 90, pp. 148-173
2022
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A New Clustering Algorithm With Preference Adjustment Cost to Reduce the Cooperation Complexity in Large-Scale Group Decision Making
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 52, Núm. 8, pp. 5271-5283
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A framework for adapting online prediction algorithms to outlier detection over time series
Knowledge-Based Systems, Vol. 256
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A least square support vector machine approach based on bvRNA-GA for modeling photovoltaic systems
Applied Soft Computing, Vol. 117
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Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions
Information Fusion, Vol. 82, pp. 99-122
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Data-driven method to learning personalized individual semantics to support linguistic multi-attribute decision making
Omega (United Kingdom), Vol. 111
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Democratic consensus reaching process for multi-person multi-criteria large scale decision making considering participants’ individual attributes and concerns
Information Fusion, Vol. 77, pp. 220-232
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EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case
Information Fusion, Vol. 79, pp. 58-83
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Explanation sets: A general framework for machine learning explainability
Information Sciences, Vol. 617, pp. 464-481
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FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification
Pattern Recognition, Vol. 124