Publications in collaboration with researchers from University of Essex (63)

2024

  1. A Perceptual Computing Approach for Learning Interpretable Unsupervised Fuzzy Scoring Systems

    IEEE Transactions on Artificial Intelligence, Vol. 5, Núm. 8, pp. 3832-3844

  2. A Review of Deep Learning Models for Twitter Sentiment Analysis: Challenges and Opportunities

    IEEE Transactions on Computational Social Systems, Vol. 11, Núm. 3, pp. 3550-3579

  3. ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques

    IEEE Transactions on Fuzzy Systems, Vol. 32, Núm. 4, pp. 1915-1926

  4. Combining Distributed Ledger Technologies and Differentially Private Sketching Techniques for Securing Health Monitoring

    Lecture Notes in Networks and Systems

  5. Enhanced type-2 Wang-Mendel Approach

    Journal of Experimental and Theoretical Artificial Intelligence, Vol. 36, Núm. 7, pp. 1213-1238

  6. Ex-Fuzzy: A library for symbolic explainable AI through fuzzy logic programming

    Neurocomputing, Vol. 599

  7. Finding neural correlates of depersonalisation/derealisation disorder via explainable CNN-based analysis guided by clinical assessment scores

    Artificial Intelligence in Medicine, Vol. 149

  8. Fuzzy Norm-Explicit Product Quantization for Recommender Systems

    IEEE Transactions on Fuzzy Systems, Vol. 32, Núm. 5, pp. 2987-2998

  9. Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules

    IEEE International Conference on Fuzzy Systems

  10. Riemannian deep feature fusion with autoencoder for MEG depression classification in smart healthcare applications

    Data Fusion Techniques and Applications for Smart Healthcare (Elsevier), pp. 197-212

  11. Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface

    Pattern Recognition, Vol. 145

  12. The cybersecurity mesh: A comprehensive survey of involved artificial intelligence methods, cryptographic protocols and challenges for future research

    Neurocomputing

  13. Toward assessment of human voice biomarkers of brain lesions through explainable deep learning

    Biomedical Signal Processing and Control, Vol. 87

  14. Towards Analysing Climate Change Temperature Patterns through Stream Clustering Methods

    IEEE Conference on Evolving and Adaptive Intelligent Systems

  15. Transfer Learning with Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-Centre Data

    IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 32, pp. 3794-3803