INFORMÁTICA
Departamento
University of Essex
Colchester, Reino UnidoPublicaciones en colaboración con investigadores/as de University of Essex (61)
2024
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Finding neural correlates of depersonalisation/derealisation disorder via explainable CNN-based analysis guided by clinical assessment scores
Artificial Intelligence in Medicine, Vol. 149
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Fuzzy Norm-Explicit Product Quantization for Recommender Systems
IEEE Transactions on Fuzzy Systems
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Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface
Pattern Recognition, Vol. 145
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The cybersecurity mesh: A comprehensive survey of involved artificial intelligence methods, cryptographic protocols and challenges for future research
Neurocomputing
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Toward assessment of human voice biomarkers of brain lesions through explainable deep learning
Biomedical Signal Processing and Control, Vol. 87
2023
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A Perceptual Computing Approach for Learning Interpretable Unsupervised Fuzzy Scoring Systems
IEEE Transactions on Artificial Intelligence
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A Review of Deep Learning Models for Twitter Sentiment Analysis: Challenges and Opportunities
IEEE Transactions on Computational Social Systems
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A Temporal Type-2 Fuzzy System for Time-Dependent Explainable Artificial Intelligence
IEEE Transactions on Artificial Intelligence, Vol. 4, Núm. 3, pp. 573-586
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ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques
IEEE Transactions on Fuzzy Systems
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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
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Derived Multi-population Genetic Algorithm for Adaptive Fuzzy C-Means Clustering
Neural Processing Letters, Vol. 55, Núm. 3, pp. 2023-2047
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EMGTFNet: Fuzzy Vision Transformer to Decode Upperlimb sEMG Signals for Hand Gestures Recognition
IEEE International Conference on Fuzzy Systems
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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
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On the Stability of Fuzzy Classifiers to Noise Induction
IEEE International Conference on Fuzzy Systems
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Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge
IEEE International Conference on Fuzzy Systems
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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
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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
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A gentle introduction and survey on Computing with Words (CWW) methodologies
Neurocomputing
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EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification
IEEE Access, Vol. 10, pp. 36672-36685
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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