Publicaciones en colaboración con investigadores/as de University of Essex (65)

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. Enhanced type-2 Wang-Mendel Approach

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

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

    Neurocomputing, Vol. 599

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

    Artificial Intelligence in Medicine, Vol. 149

  7. Fuzzy Norm-Explicit Product Quantization for Recommender Systems

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

  8. Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules

    IEEE International Conference on Fuzzy Systems

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

    Pattern Recognition, Vol. 145

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

    Neurocomputing

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

    Biomedical Signal Processing and Control, Vol. 87

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

    IEEE Conference on Evolving and Adaptive Intelligent Systems

  13. 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

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

  4. EMGTFNet: Fuzzy Vision Transformer to Decode Upperlimb sEMG Signals for Hand Gestures Recognition

    IEEE International Conference on Fuzzy Systems

  5. Guest Editorial: Special Issue on Emerging Computational Intelligence Techniques to Address Challenges in Biomedical Data and Imaging

    IEEE Transactions on Emerging Topics in Computational Intelligence

  6. On the Stability of Fuzzy Classifiers to Noise Induction

    IEEE International Conference on Fuzzy Systems

  7. Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge

    IEEE International Conference on Fuzzy Systems