Publicaciones en colaboración con investigadores/as de King Abdulaziz University (180)

2024

  1. Consensus Reaching with Dynamic Trust Relationships and Cost-Learning in Group Decision Making

    Group Decision and Negotiation

  2. 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

  3. 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