Javier Andreu-Perez

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 64

Top Topics

Brain Computer Interface

Fuzzy Cognitive Maps

Top Venues

Publications

Prashant K. Gupta, Deepak Sharma, Javier Andreu-Perez
A Perceptual Computing Approach for Learning Interpretable Unsupervised Fuzzy Scoring Systems. IEEE Trans. Artif. Intell. 5 (8) (2024)
Javier Fumanal, Carmen Vidaurre, Javier Fernández, Marisol Gómez, Javier Andreu-Perez, Mukesh Prasad, Humberto Bustince
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface. Pattern Recognit. 145 (2024)
Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Bruno Ramos-Cruz, Javier Andreu-Perez, Luis Martínez
The cybersecurity mesh: A comprehensive survey of involved artificial intelligence methods, cryptographic protocols and challenges for future research. Neurocomputing 581 (2024)
Javier Fumanal-Idocin, Mohammadreza Jamalifard, Javier Andreu-Perez
Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules. FUZZ (2024)
Mohammadreza Jamalifard, Javier Andreu-Perez, Hani Hagras, Luis Martínez-López
Fuzzy Norm-Explicit Product Quantization for Recommender Systems. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Laxmi Chaudhary, Nancy Girdhar, Deepak Sharma, Javier Andreu-Perez, Antoine Doucet, Matthias Renz
A Review of Deep Learning Models for Twitter Sentiment Analysis: Challenges and Opportunities. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Benjamín Gutiérrez-Serafín, Javier Andreu-Perez, Humberto Pérez Espinosa, Silke Paulmann, Weiping Ding
Toward assessment of human voice biomarkers of brain lesions through explainable deep learning. Biomed. Signal Process. Control. 87 (Part B) (2024)
Abbas Salami, Javier Andreu-Perez, Helge Gillmeister
Finding neural correlates of depersonalisation/derealisation disorder via explainable CNN-based analysis guided by clinical assessment scores. Artif. Intell. Medicine 149 (2024)
Javier Fumanal-Idocin, Javier Andreu-Perez
Ex-Fuzzy: A library for symbolic explainable AI through fuzzy logic programming. Neurocomputing 599 (2024)
Joseph Cherre Córdova, Christian Flores Vega, Javier Andreu-Perez
EMGTFNet: Fuzzy Vision Transformer to Decode Upperlimb sEMG Signals for Hand Gestures Recognition. FUZZ (2023)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras
A Temporal Type-2 Fuzzy System for Time-Dependent Explainable Artificial Intelligence. IEEE Trans. Artif. Intell. 4 (3) (2023)
Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques. CoRR (2023)
Jose Angel Miranda, Celia López-Ongil, Javier Andreu-Perez
Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge. FUZZ (2023)
Jose Angel Miranda, Celia López-Ongil, Javier Andreu-Perez
Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge. CoRR (2023)
Joseph Cherre Córdova, Christian Flores Vega, Javier Andreu-Perez
EMGTFNet: Fuzzy Vision Transformer to decode Upperlimb sEMG signals for Hand Gestures Recognition. CoRR (2023)
Javier Fumanal-Idocin, Humberto Bustince, Javier Andreu-Perez, Hani Hagras
On the Stability of Fuzzy Classifiers to Noise Induction. FUZZ (2023)
Mohammad Tanveer, Chin-Teng Lin, Chuan-Kang Ting, Javier Andreu-Perez
Guest Editorial: Special Issue on Emerging Computational Intelligence Techniques to Address Challenges in Biomedical Data and Imaging. IEEE Trans. Emerg. Top. Comput. Intell. 7 (2) (2023)
Weiping Ding, Zhihao Feng, Javier Andreu-Perez, Witold Pedrycz
Derived Multi-population Genetic Algorithm for Adaptive Fuzzy C-Means Clustering. Neural Process. Lett. 55 (3) (2023)
Abbas Salami, Javier Andreu-Perez, Helge Gillmeister
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification. CoRR (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Elpiniki I. Papageorgiou, Mukesh Prasad, Chin-Teng Lin
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics. IEEE Trans. Cogn. Dev. Syst. 14 (1) (2022)
Prashant K. Gupta, Javier Andreu-Perez
A Gentle Introduction and Survey on Computing with Words (CWW) Methodologies. CoRR (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras
A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence. CoRR (2022)
Abbas Salami, Javier Andreu-Perez, Helge Gillmeister
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification. IEEE Access 10 (2022)
Christian Flores Vega, Jonathan Quevedo, Elmer Escandón, Mehrin Kiani, Weiping Ding, Javier Andreu-Perez
Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction. CoRR (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti
Towards Understanding Human Functional Brain Development With Explainable Artificial Intelligence: Challenges and Perspectives. IEEE Comput. Intell. Mag. 17 (1) (2022)
Prashant K. Gupta, Javier Andreu-Perez
A gentle introduction and survey on Computing with Words (CWW) methodologies. Neurocomputing 500 (2022)
Christian Flores Vega, Jonathan Quevedo, Elmer Escandón, Mehrin Kiani, Weiping Ding, Javier Andreu-Perez
Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction. Appl. Soft Comput. 117 (2022)
Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas
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. 15 (3) (2022)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti
Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives. CoRR (2021)
Javier Andreu-Perez, Humberto Pérez Espinosa, Eva Timonet, Mehrin Kiani, Manuel I. Girón-Pérez, Alma B. Benitez-Trinidad, Delaram Jarchi, Alejandro Rosales-Pérez, Nick Gatzoulis, Orion Fausto Reyes-Galaviz, Alejandro Antonio Torres García, Carlos A. Reyes García, Zulfiqar Ali, Francisco Rivas
A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels. CoRR (2021)
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. CoRR (2021)
Prashant K. Gupta, Deepak Sharma, Javier Andreu-Perez
Enhanced linguistic computational models and their similarity with Yager's computing with words. Inf. Sci. 574 (2021)
Akshansh Gupta, Ramesh Kumar Agrawal, Jyoti Singh Kirar, Javier Andreu-Perez, Wei-Ping Ding, Chin-Teng Lin, Mukesh Prasad
On the utility of power spectral techniques with feature selection techniques for effective mental task classification in noninvasive BCI. CoRR (2021)
Anirban Chowdhury, Javier Andreu-Perez
Clinical Brain-Computer Interface Challenge 2020 (CBCIC at WCCI2020): Overview, methods and results. CoRR (2021)
Freddy del Angel-Arrieta, Michelle Rojas Cisneros, Jesús Joel Rivas, Luis R. Castrejon, Luis Enrique Sucar, Javier Andreu-Perez, Felipe Orihuela-Espina
Characterization of a Raspberry Pi as the Core for a Low-cost Multimodal EEG-fNIRS Platform. EMBC (2021)
Tharun Kumar Reddy, Yu-Kai Wang, Chin-Teng Lin, Javier Andreu-Perez
Joint Approximate Diagonalization Divergence Based Scheme for EEG Drowsiness Detection Brain Computer Interfaces. FUZZ-IEEE (2021)
Josip Rozman, Hani Hagras, Javier Andreu-Perez, Damien Clarke, Beate Müller, Steve Fitz
A Type-2 Fuzzy Logic Based Explainable AI Approach for the Easy Calibration of AI models in IoT Environments. FUZZ-IEEE (2021)
Deepak Sharma, Prashant K. Gupta, Javier Andreu-Perez, Jerry M. Mendel, Luis Martínez-López
A Python Software Library for Computing with Words and Perceptions. FUZZ-IEEE (2021)
Akshansh Gupta, Ramesh Kumar Agrawal, Jyoti Singh Kirar, Javier Andreu-Perez, Weiping Ding, Chin-Teng Lin, Mukesh Prasad
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. 51 (5) (2021)
Abbas Salami, Javier Andreu-Perez, Helge Gillmeister
Towards Decoding of Depersonalisation Disorder Using EEG: A Time Series Analysis Using CDTW. SSCI (2020)
Akshansh Gupta, R. K. Agrawal, Jyoti Singh Kirar, Baljeet Kaur, Weiping Ding, Chin-Teng Lin, Javier Andreu-Perez, Mukesh Prasad
A hierarchical meta-model for multi-class mental task based brain-computer interfaces. Neurocomputing 389 (2020)
Mohammed Al-Zeyadi, Javier Andreu-Perez, Hani Hagras, Chris Royce, Darren Smith, Piotr Rzonsowski, Ali Malik
Deep Learning Towards Intelligent Vehicle Fault Diagnosis. IJCNN (2020)
Josip Rozman, Hani Hagras, Javier Andreu-Perez, Damien Clarke, Beate Müller, Steve Fitz
Privacy-Preserving Gesture Recognition with Explainable Type-2 Fuzzy Logic Based Systems. FUZZ-IEEE (2020)
Sergio A. Cortez, Christian Flores, Javier Andreu-Perez
Improving Speller BCI performance using a cluster-based under-sampling method. SSCI (2020)
Javier Andreu-Perez
Fuzzy learning and its applications in neural-engineering. Neurocomputing 389 (2020)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Maria Laura Filippetti, Silvia Rigato
A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Developmental Neuroscience. FUZZ-IEEE (2020)
Sergio A. Cortez, Christian Flores, Javier Andreu-Perez
Under-sampling and Classification of P300 Single-Trials using Self-Organized Maps and Deep Neural Networks for a Speller BCI. SMC (2020)
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning. Sensors 20 (9) (2020)
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Ana R. Andreu, Maria Pinto, Jaime Andreu, Pratusha Reddy, Kurtulus Izzetoglu
Towards Gamers' Experience Level Decoding with Optical Brain Imaging. CEEC (2019)
David Achanccaray, George P. Mylonas, Javier Andreu-Perez
An Implicit Brain Computer Interface Supported by Gaze Monitoring for Virtual Therapy. SMC (2019)
Javier Andreu-Perez, Fan Cao, Hani Hagras, Guang-Zhong Yang
A Self-Adaptive Online Brain-Machine Interface of a Humanoid Robot Through a General Type-2 Fuzzy Inference System. IEEE Trans. Fuzzy Syst. 26 (1) (2018)
Christian Flores, Victor Flores, David Achanccaray, Javier Andreu-Perez
A Convolutional Neural Network Approach for a P300-based Brain-Computer Interface for Disabled and Healthy Subjects. CEEC (2018)
Christian Flores, Christian Fonseca, David Achanccaray, Javier Andreu-Perez
Performance Evaluation of a P300 Brain-Computer Interface Using a Kernel Extreme Learning Machine Classifier. SMC (2018)
David Achanccaray, Christian Flores, Christian Fonseca, Javier Andreu-Perez
A Fuzzy Genetic Algorithm for Optimal Spatial Filter Selection for P300-Based Brain Computer Interfaces. FUZZ-IEEE (2018)
Javier Andreu-Perez, Fani Deligianni, Daniele Ravì, Guang-Zhong Yang
Artificial Intelligence and Robotics. CoRR (2018)
David Achanccaray, Christian Flores, Christian Fonseca, Javier Andreu-Perez
A P300-based brain computer interface for smart home interaction through an ANFIS ensemble. FUZZ-IEEE (2017)
Kevin Pacheco, Kevin Acuna, Erick Carranza, David Achanccaray, Javier Andreu-Perez
Performance predictors of motor imagery brain-computer interface based on spatial abilities for upper limb rehabilitation. EMBC (2017)
Mehrin Kiani, Javier Andreu-Perez, Elpiniki I. Papageorgiou
Improved estimation of effective brain connectivity in functional neuroimaging through higher order fuzzy cognitive maps. FUZZ-IEEE (2017)
Javier Andreu-Perez, Luis Garcia-Gancedo, Jonathan McKinnell, Anniek Van der Drift, Adam Powell, Valentin Hamy, Thomas Keller, Guang-Zhong Yang
Developing Fine-Grained Actigraphies for Rheumatoid Arthritis Patients from a Single Accelerometer Using Machine Learning. Sensors 17 (9) (2017)
David Achanccaray, Kevin Acuna, Erick Carranza, Javier Andreu-Perez
A virtual reality and brain computer interface system for upper limb rehabilitation of post stroke patients. FUZZ-IEEE (2017)
Daniele Ravì, Charence Wong, Fani Deligianni, Melissa Berthelot, Javier Andreu-Perez, Benny Lo, Guang-Zhong Yang
Deep Learning for Health Informatics. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Javier Andreu-Perez, Celine Solnais, Kumuthan Sriskandarajah
EALab (Eye Activity Lab): a MATLAB Toolbox for Variable Extraction, Multivariate Analysis and Classification of Eye-Movement Data. Neuroinformatics 14 (1) (2016)
Javier Andreu-Perez, Daniel Richard Leff, Kunal Shetty, Ara Darzi, Guang-Zhong Yang
Disparity in Frontal Lobe Connectivity on a Complex Bimanual Motor Task Aids in Classification of Operator Skill Level. Brain Connect. 6 (5) (2016)
Javier Andreu-Perez, Daniel Richard Leff, Henry M. D. Ip, Guang-Zhong Yang
From Wearable Sensors to Smart Implants-Toward Pervasive and Personalized Healthcare. IEEE Trans. Biomed. Eng. 62 (12) (2015)
Javier Andreu-Perez, Carmen C. Y. Poon, Robert D. Merrifield, Stephen T. C. Wong, Guang-Zhong Yang
Big Data for Health. IEEE J. Biomed. Health Informatics 19 (4) (2015)