All Stories

  1. Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning

    Article • Sensors, May 2020, MDPI AG

    Dr Javier Andreu-Perez

  2. A hierarchical meta-model for multi-class mental task based brain-computer interfaces

    Article • Neurocomputing, May 2020, Elsevier

    Dr Javier Andreu-Perez

  3. Fuzzy learning and its applications in neural-engineering

    Article • Neurocomputing, May 2020, Elsevier

    Dr Javier Andreu-Perez

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

    Article • IEEE Transactions on Cognitive and Developmental Systems, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  5. An Implicit Brain Computer Interface Supported by Gaze Monitoring for Virtual Therapy

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  6. Towards Gamers’ Experience Level Decoding with Optical Brain Imaging

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  7. On the Utility of Power Spectral Techniques With Feature Selection Techniques for Effective Mental Task Classification in Noninvasive BCI

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  8. A Convolutional Neural Network Approach for a P300-based Brain-Computer Interface for Disabled and Healthy Subjects

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  9. A Fuzzy Genetic Algorithm for Optimal Spatial Filter Selection for P300-Based Brain Computer Interfaces

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  10. A Self-Adaptive Online Brain–Machine Interface of a Humanoid Robot Through a General Type-2 Fuzzy Inference System

    Article • IEEE Transactions on Fuzzy Systems, February 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  11. Developing Fine-Grained Actigraphies for Rheumatoid Arthritis Patients from a Single Accelerometer Using Machine Learning

    Article • Sensors, September 2017, MDPI AG

    Dr Javier Andreu-Perez

  12. A P300-based brain computer interface for smart home interaction through an ANFIS ensemble

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  13. A virtual reality and brain computer interface system for upper limb rehabilitation of post stroke patients

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  14. Improved estimation of effective brain connectivity in functional neuroimaging through higher order fuzzy cognitive maps

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  15. Performance predictors of motor imagery brain-computer interface based on spatial abilities for upper limb rehabilitation

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  16. Deep Learning for Health Informatics

    Article • IEEE Journal of Biomedical and Health Informatics, January 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  17. EALab (Eye Activity Lab): a MATLAB Toolbox for Variable Extraction, Multivariate Analysis and Classification of Eye-Movement Data

    Article • Neuroinformatics, September 2015, Springer Science + Business Media

    Dr Javier Andreu-Perez

  18. Multi-sensor Fusion

    Article • January 2014, Springer Science + Business Media

    Dr Javier Andreu-Perez

  19. The contribution of neuroscience to consumer research: A conceptual framework and empirical review

    Article • Journal of Economic Psychology, June 2013, Elsevier

    Dr Javier Andreu-Perez

  20. Towards generic human activity recognition for ubiquitous applications

    Article • Journal of Ambient Intelligence and Humanized Computing, May 2012, Springer Science + Business Media

    Dr Javier Andreu-Perez

  21. Automatic mobile photographer and picture diary

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  22. Autonomous visual self-localization in completely unknown environment

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  23. An evolving machine learning method for human activity recognition systems

    Article • Journal of Ambient Intelligence and Humanized Computing, October 2011, Springer Science + Business Media

    Dr Javier Andreu-Perez

  24. Simpl_eClass: Simplified potential-free evolving fuzzy rule-based classifiers

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  25. Automatic scene recognition for low-resource devices using evolving classifiers

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  26. Real time recognition of human activities from wearable sensors by evolving classifiers

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  27. Forecasting time-series for NN GC1 using Evolving Takagi-Sugeno (eTS) Fuzzy Systems with on-line inputs selection

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  28. Real-time human activity recognition from wireless sensors using evolving fuzzy systems

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Javier Andreu-Perez

  29. Service-Oriented Device Integration for Ubiquitous Ambient Assisted Living Environments

    Article • January 2009, Springer Science + Business Media

    PhD Juan Antonio Álvarez-García, Dr Javier Andreu-Perez, Prof. Juan A. Ortega

  30. An Ambient Assisted-Living Architecture Based on Wireless Sensor Networks

    Article • Springer Science + Business Media

    Dr Javier Andreu-Perez