Publicaciones en colaboración con investigadores/as de King Abdulaziz University (179)

2024

  1. 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

  2. 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

  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. 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

  4. 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

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

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

  6. 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

  7. 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

  8. 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

  9. Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges

    Information Fusion, Vol. 90, pp. 148-173

2022

  1. 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

  2. A framework for adapting online prediction algorithms to outlier detection over time series

    Knowledge-Based Systems, Vol. 256

  3. A least square support vector machine approach based on bvRNA-GA for modeling photovoltaic systems

    Applied Soft Computing, Vol. 117

  4. 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

  5. Data-driven method to learning personalized individual semantics to support linguistic multi-attribute decision making

    Omega (United Kingdom), Vol. 111

  6. 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

  7. 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

  8. Explanation sets: A general framework for machine learning explainability

    Information Sciences, Vol. 617, pp. 464-481

  9. FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification

    Pattern Recognition, Vol. 124