Javier Andreu-Perez
Orcid: 0000-0002-7421-4808Affiliations:
- University of Essex, Colchester, UK
According to our database1,
Javier Andreu-Perez
authored at least 63 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on essex.ac.uk
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on orcid.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Fuzzy Syst., May, 2024
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques.
IEEE Trans. Fuzzy Syst., April, 2024
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface.
Pattern Recognit., January, 2024
Toward assessment of human voice biomarkers of brain lesions through explainable deep learning.
Biomed. Signal Process. Control., January, 2024
2023
A Temporal Type-2 Fuzzy System for Time-Dependent Explainable Artificial Intelligence.
IEEE Trans. Artif. Intell., June, 2023
Neural Process. Lett., June, 2023
Guest Editorial: Special Issue on Emerging Computational Intelligence Techniques to Address Challenges in Biomedical Data and Imaging.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023
Appl. Soft Comput., 2023
Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
EMGTFNet: Fuzzy Vision Transformer to Decode Upperlimb sEMG Signals for Hand Gestures Recognition.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
2022
A Generic Deep Learning Based Cough Analysis System From Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels.
IEEE Trans. Serv. Comput., 2022
IEEE Trans. Cogn. Dev. Syst., 2022
Neurocomputing, 2022
Towards Understanding Human Functional Brain Development With Explainable Artificial Intelligence: Challenges and Perspectives.
IEEE Comput. Intell. Mag., 2022
Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction.
Appl. Soft Comput., 2022
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification.
IEEE Access, 2022
Towards Interval Type-2 Fuzzy-Based PPG Quality Assessment for Physiological Monitoring.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
2021
On the Utility of Power Spectral Techniques With Feature Selection Techniques for Effective Mental Task Classification in Noninvasive BCI.
IEEE Trans. Syst. Man Cybern. Syst., 2021
Enhanced linguistic computational models and their similarity with Yager's computing with words.
Inf. Sci., 2021
Clinical Brain-Computer Interface Challenge 2020 (CBCIC at WCCI2020): Overview, methods and results.
CoRR, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
A Type-2 Fuzzy Logic Based Explainable AI Approach for the Easy Calibration of AI models in IoT Environments.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Joint Approximate Diagonalization Divergence Based Scheme for EEG Drowsiness Detection Brain Computer Interfaces.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Characterization of a Raspberry Pi as the Core for a Low-cost Multimodal EEG-fNIRS Platform.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning.
Sensors, 2020
A hierarchical meta-model for multi-class mental task based brain-computer interfaces.
Neurocomputing, 2020
Towards Decoding of Depersonalisation Disorder Using EEG: A Time Series Analysis Using CDTW.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Under-sampling and Classification of P300 Single-Trials using Self-Organized Maps and Deep Neural Networks for a Speller BCI.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Privacy-Preserving Gesture Recognition with Explainable Type-2 Fuzzy Logic Based Systems.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Developmental Neuroscience.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
An Implicit Brain Computer Interface Supported by Gaze Monitoring for Virtual Therapy.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 11th Computer Science and Electronic Engineering Conference, 2019
2018
A Self-Adaptive Online Brain-Machine Interface of a Humanoid Robot Through a General Type-2 Fuzzy Inference System.
IEEE Trans. Fuzzy Syst., 2018
Performance Evaluation of a P300 Brain-Computer Interface Using a Kernel Extreme Learning Machine Classifier.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
A Fuzzy Genetic Algorithm for Optimal Spatial Filter Selection for P300-Based Brain Computer Interfaces.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
A Convolutional Neural Network Approach for a P300-based Brain-Computer Interface for Disabled and Healthy Subjects.
Proceedings of the 2018 10th Computer Science and Electronic Engineering Conference, 2018
2017
Developing Fine-Grained Actigraphies for Rheumatoid Arthritis Patients from a Single Accelerometer Using Machine Learning.
Sensors, 2017
Improved estimation of effective brain connectivity in functional neuroimaging through higher order fuzzy cognitive maps.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
A P300-based brain computer interface for smart home interaction through an ANFIS ensemble.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
A virtual reality and brain computer interface system for upper limb rehabilitation of post stroke patients.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Performance predictors of motor imagery brain-computer interface based on spatial abilities for upper limb rehabilitation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
EALab (Eye Activity Lab): a MATLAB Toolbox for Variable Extraction, Multivariate Analysis and Classification of Eye-Movement Data.
Neuroinformatics, 2016
Disparity in Frontal Lobe Connectivity on a Complex Bimanual Motor Task Aids in Classification of Operator Skill Level.
Brain Connect., 2016
2015
From Wearable Sensors to Smart Implants-Toward Pervasive and Personalized Healthcare.
IEEE Trans. Biomed. Eng., 2015
2014
2013
J. Ambient Intell. Humaniz. Comput., 2013
J. Ambient Intell. Humaniz. Comput., 2013
2012
Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012
Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012
2011
Proceedings of the IEEE International Conference on Systems, 2011
Real time recognition of human activities from wearable sensors by evolving classifiers.
Proceedings of the FUZZ-IEEE 2011, 2011
Proceedings of the FUZZ-IEEE 2011, 2011
2010
Forecasting time-series for NN GC1 using Evolving Takagi-Sugeno (eTS) Fuzzy Systems with on-line inputs selection.
Proceedings of the FUZZ-IEEE 2010, 2010
Real-time human activity recognition from wireless sensors using evolving fuzzy systems.
Proceedings of the FUZZ-IEEE 2010, 2010
2009
Service-Oriented Device Integration for Ubiquitous Ambient Assisted Living Environments.
Proceedings of the Distributed Computing, 2009