Publicaciones (93) Publicaciones de JAVIER ANDREU PÉREZ

2024

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

    Artificial Intelligence in Medicine, Vol. 149

  2. Fuzzy Norm-Explicit Product Quantization for Recommender Systems

    IEEE Transactions on Fuzzy Systems

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

    Pattern Recognition, Vol. 145

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

    Neurocomputing

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

    Biomedical Signal Processing and Control, Vol. 87

2023

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

    IEEE Transactions on Artificial Intelligence

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

    IEEE Transactions on Computational Social Systems

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

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

  4. ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques

    IEEE Transactions on Fuzzy Systems

  5. 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

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

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

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

    IEEE International Conference on Fuzzy Systems

  8. 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

  9. On the Stability of Fuzzy Classifiers to Noise Induction

    IEEE International Conference on Fuzzy Systems

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

    IEEE International Conference on Fuzzy Systems

  11. Prioritizing COVID-19 vaccine allocation in resource poor settings: Towards an Artificial Intelligence-enabled and Geospatial-assisted decision support framework

    PloS one, Vol. 18, Núm. 8, pp. e0275037

2022

  1. A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels

    IEEE Transactions on Services Computing, Vol. 15, Núm. 3, pp. 1220-1232

  2. A gentle introduction and survey on Computing with Words (CWW) methodologies

    Neurocomputing

  3. EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification

    IEEE Access, Vol. 10, pp. 36672-36685

  4. Effective Brain Connectivity for fNIRS with Fuzzy Cognitive Maps in Neuroergonomics

    IEEE Transactions on Cognitive and Developmental Systems, Vol. 14, Núm. 1, pp. 50-63