INFORMÁTICA
Department
JAVIER
ANDREU PÉREZ
Researcher in the period 2020-2023
Publications by the researcher in collaboration with JAVIER ANDREU PÉREZ (65)
2024
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A Perceptual Computing Approach for Learning Interpretable Unsupervised Fuzzy Scoring Systems
IEEE Transactions on Artificial Intelligence, Vol. 5, Núm. 8, pp. 3832-3844
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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
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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
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Combining Distributed Ledger Technologies and Differentially Private Sketching Techniques for Securing Health Monitoring
Lecture Notes in Networks and Systems
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Enhanced type-2 Wang-Mendel Approach
Journal of Experimental and Theoretical Artificial Intelligence, Vol. 36, Núm. 7, pp. 1213-1238
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Ex-Fuzzy: A library for symbolic explainable AI through fuzzy logic programming
Neurocomputing, Vol. 599
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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, Vol. 32, Núm. 5, pp. 2987-2998
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Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules
IEEE International Conference on Fuzzy Systems
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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
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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
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Towards Analysing Climate Change Temperature Patterns through Stream Clustering Methods
IEEE Conference on Evolving and Adaptive Intelligent Systems
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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
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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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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