Publications in collaboration with researchers from University of Essex (65)

2025

  1. Data Stream Clustering: Introducing Recursively Extendable Aggregation Functions for Incremental Cluster Fusion Processes

    IEEE Transactions on Cybernetics

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. EEG-TCF2Net: A Novel Deep Interval Type-2 Fuzzy Model for Decoding SSVEP in Brain-Computer Interfaces

    Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

  6. Enhanced type-2 Wang-Mendel Approach

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

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

    Neurocomputing, Vol. 599

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

    Artificial Intelligence in Medicine, Vol. 149

  9. Fuzzy Norm-Explicit Product Quantization for Recommender Systems

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

  10. Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules

    IEEE International Conference on Fuzzy Systems

  11. 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

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

    Pattern Recognition, Vol. 145

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

    Neurocomputing

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

    Biomedical Signal Processing and Control, Vol. 87

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

    IEEE Conference on Evolving and Adaptive Intelligent Systems

  16. 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

2023

  1. A Temporal Type-2 Fuzzy System for Time-Dependent Explainable Artificial Intelligence

    IEEE Transactions on Artificial Intelligence, Vol. 4, Núm. 3, pp. 573-586

  2. Are advanced methods necessary to improve infant fNIRS data analysis? An assessment of baseline-corrected averaging, general linear model (GLM) and multivariate pattern analysis (MVPA) based approaches

    NeuroImage

  3. Derived Multi-population Genetic Algorithm for Adaptive Fuzzy C-Means Clustering

    Neural Processing Letters, Vol. 55, Núm. 3, pp. 2023-2047