Javier Andreu-Perez

87 papers B 14Journal 57Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Neuro-Symbolic System for Interpretable Multimodal Physiological Signals Integration in Human Fatigue Detection.
CoRR
Mohammadreza Jamalifard, Yaxiong Lei, Parasto Azizinezhad, Javier Fumanal-Idocin, Javier Andreu-Perez
2026 J jnl
Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules.
CoRR
Javier Fumanal-Idocin, Mohammadreza Jamalifard, Javier Andreu-Perez
2025 J jnl
A Fast Interpretable Fuzzy Tree Learner.
CoRR
Javier Fumanal-Idocin, Raquel Fernandez-Peralta, Javier Andreu-Perez
2025 J jnl
Compact Rule-Based Classifier Learning via Gradient Descent.
CoRR
Javier Fumanal-Idocin, Raquel Fernandez-Peralta, Javier Andreu-Perez
2025 — conf
Crisp Complexity of Fuzzy Classifiers.
FUZZ
Raquel Fernandez-Peralta, Javier Fumanal-Idocin, Javier Andreu-Perez
2025 J jnl
Crisp complexity of fuzzy classifiers.
CoRR
Raquel Fernandez-Peralta, Javier Fumanal-Idocin, Javier Andreu-Perez
2025 J jnl
Data Stream Clustering: Introducing Recursively Extendable Aggregation Functions for Incremental Cluster Fusion Processes.
IEEE Trans. Cybern.
Asier Urio-Larrea, Heloisa A. Camargo, Giancarlo Lucca, Tiago da Cruz Asmus, Cédric Marco-Detchart, Leonardo Schick, Carlos Lopez-Molina, Javier Andreu-Perez, Humberto Bustince, Graçaliz Pereira Dimuro
2025 J jnl
Dynamic Feature Selection based on Rule-based Learning for Explainable Classification with Uncertainty Quantification.
CoRR
Javier Fumanal-Idocin, Raquel Fernandez-Peralta, Javier Andreu-Perez
2025 — conf
Federated Fuzzy k-nearest neighbor for classification and regression.
FUZZ
Asier Urio-Larrea, Graçaliz Pereira Dimuro, Humberto Bustince, Javier Andreu-Perez
2025 J jnl
Fuzzychain: An equitable consensus mechanism for blockchain networks.
J. Netw. Comput. Appl.
Bruno Ramos-Cruz, Javier Andreu-Perez, Francisco J. Quesada-Real, Luis Martínez
2025 J jnl
Neural Profiling With fNIRS of Operator Performance in Teleoperated Human-Like Social Robot Interactions.
IEEE Robotics Autom. Lett.
David Achanccaray, Javier Andreu-Perez, Hidenobu Sumioka
2025 — conf
Reliable Classification with Conformal Learning and Interval-Type 2 Fuzzy Sets.
FUZZ
Javier Fumanal-Idocin, Javier Andreu-Perez
2025 J jnl
Reliable Classification with Conformal Learning and Interval-Type 2 Fuzzy Sets.
CoRR
Javier Fumanal-Idocin, Javier Andreu-Perez
2024 J jnl
A Perceptual Computing Approach for Learning Interpretable Unsupervised Fuzzy Scoring Systems.
IEEE Trans. Artif. Intell.
Prashant K. Gupta, Deepak Sharma, Javier Andreu-Perez
2024 J jnl
A Review of Deep Learning Models for Twitter Sentiment Analysis: Challenges and Opportunities.
IEEE Trans. Comput. Soc. Syst.
Laxmi Chaudhary, Nancy Girdhar, Deepak Sharma, Javier Andreu-Perez, Antoine Doucet, Matthias Renz
2024 J jnl
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques.
IEEE Trans. Fuzzy Syst.
Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince
2024 — conf
Combining Distributed Ledger Technologies and Differentially Private Sketching Techniques for Securing Health Monitoring.
UCAmI
Bruno Ramos-Cruz, Francisco J. Quesada-Real, Mercedes Rodriguez-Garcia, Javier Andreu-Perez, Luis Martínez
2024 B conf
EEG-TCF2Net: A Novel Deep Interval Type-2 Fuzzy Model for Decoding SSVEP in Brain-Computer Interfaces.
SMC
Marcelo Contreras, Christian Flores, Javier Andreu-Perez
2024 J jnl
Enhanced type-2 Wang-Mendel Approach.
J. Exp. Theor. Artif. Intell.
Prashant K. Gupta, Javier Andreu-Perez
2024 J jnl
Ex-Fuzzy: A library for symbolic explainable AI through fuzzy logic programming.
Neurocomputing
Javier Fumanal-Idocin, Javier Andreu-Perez
2024 J jnl
Finding neural correlates of depersonalisation/derealisation disorder via explainable CNN-based analysis guided by clinical assessment scores.
Artif. Intell. Medicine
Abbas Salami, Javier Andreu-Perez, Helge Gillmeister
2024 J jnl
Fuzzy Norm-Explicit Product Quantization for Recommender Systems.
CoRR
Mohammadreza Jamalifard, Javier Andreu-Perez, Hani Hagras, Luis Martínez-López
2024 J jnl
Fuzzy Norm-Explicit Product Quantization for Recommender Systems.
IEEE Trans. Fuzzy Syst.
Mohammadreza Jamalifard, Javier Andreu-Perez, Hani Hagras, Luis Martínez-López
2024 — conf
Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules.
FUZZ
Javier Fumanal-Idocin, Mohammadreza Jamalifard, Javier Andreu-Perez
2024 J jnl
Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface.
Pattern Recognit.
Javier Fumanal, Carmen Vidaurre, Javier Fernández, Marisol Gómez, Javier Andreu-Perez, Mukesh Prasad, Humberto Bustince
2024 J jnl
The cybersecurity mesh: A comprehensive survey of involved artificial intelligence methods, cryptographic protocols and challenges for future research.
Neurocomputing
Bruno Ramos-Cruz, Javier Andreu-Perez, Luis Martínez
2024 J jnl
Toward assessment of human voice biomarkers of brain lesions through explainable deep learning.
Biomed. Signal Process. Control.
Benjamín Gutiérrez-Serafín, Javier Andreu-Perez, Humberto Pérez Espinosa, Silke Paulmann, Weiping Ding
2024 J jnl
Transfer Learning with Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-centre Data.
CoRR
Christian Flores, Marcelo Contreras, Ichiro Macedo, Javier Andreu-Perez
2023 J jnl
A Temporal Type-2 Fuzzy System for Time-Dependent Explainable Artificial Intelligence.
IEEE Trans. Artif. Intell.
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras
2023 J jnl
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques.
CoRR
Javier Fumanal-Idocin, Javier Andreu-Perez, Oscar Cordón, Hani Hagras, Humberto Bustince
2023 J jnl
Derived Multi-population Genetic Algorithm for Adaptive Fuzzy C-Means Clustering.
Neural Process. Lett.
Weiping Ding, Zhihao Feng, Javier Andreu-Perez, Witold Pedrycz
2023 — conf
EMGTFNet: Fuzzy Vision Transformer to Decode Upperlimb sEMG Signals for Hand Gestures Recognition.
FUZZ
Joseph Cherre Córdova, Christian Flores Vega, Javier Andreu-Perez
2023 J jnl
EMGTFNet: Fuzzy Vision Transformer to decode Upperlimb sEMG signals for Hand Gestures Recognition.
CoRR
Joseph Cherre Córdova, Christian Flores Vega, Javier Andreu-Perez
2023 J jnl
Guest Editorial: Special Issue on Emerging Computational Intelligence Techniques to Address Challenges in Biomedical Data and Imaging.
IEEE Trans. Emerg. Top. Comput. Intell.
Mohammad Tanveer, Chin-Teng Lin, Chuan-Kang Ting, Javier Andreu-Perez
2023 — conf
On the Stability of Fuzzy Classifiers to Noise Induction.
FUZZ
Javier Fumanal-Idocin, Humberto Bustince, Javier Andreu-Perez, Hani Hagras
2023 — conf
Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge.
FUZZ
José Angel Miranda, Celia López-Ongil, Javier Andreu-Perez
2023 J jnl
Personalised and Adjustable Interval Type-2 Fuzzy-Based PPG Quality Assessment for the Edge.
CoRR
José Angel Miranda, Celia López-Ongil, Javier Andreu-Perez
2023 J jnl
Recognition of multi-cognitive tasks from EEG signals using EMD methods.
Neural Comput. Appl.
Akshansh Gupta, Dhirendra Kumar, Hanuman Verma, Muhammad Tanveer, Javier Andreu-Perez, Chin-Teng Lin, Mukesh Prasad
2022 J jnl
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.
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
2022 J jnl
A Gentle Introduction and Survey on Computing with Words (CWW) Methodologies.
CoRR
Prashant K. Gupta, Javier Andreu-Perez
2022 J jnl
A Temporal Type-2 Fuzzy System for Time-dependent Explainable Artificial Intelligence.
CoRR
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras
2022 J jnl
A gentle introduction and survey on Computing with Words (CWW) methodologies.
Neurocomputing
Prashant K. Gupta, Javier Andreu-Perez
2022 J jnl
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification.
IEEE Access
Abbas Salami, Javier Andreu-Perez, Helge Gillmeister
2022 J jnl
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification.
CoRR
Abbas Salami, Javier Andreu-Perez, Helge Gillmeister
2022 J jnl
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics.
IEEE Trans. Cogn. Dev. Syst.
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Elpiniki I. Papageorgiou, Mukesh Prasad, Chin-Teng Lin
2022 J jnl
Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction.
Appl. Soft Comput.
Christian Flores Vega, Jonathan Quevedo, Elmer Escandón, Mehrin Kiani, Weiping Ding, Javier Andreu-Perez
2022 J jnl
Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction.
CoRR
Christian Flores Vega, Jonathan Quevedo, Elmer Escandón, Mehrin Kiani, Weiping Ding, Javier Andreu-Perez
2022 J jnl
Towards Understanding Human Functional Brain Development With Explainable Artificial Intelligence: Challenges and Perspectives.
IEEE Comput. Intell. Mag.
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti
2021 J jnl
A Generic Deep Learning Based Cough Analysis System from Clinically Validated Samples for Point-of-Need Covid-19 Test and Severity Levels.
CoRR
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
2021 B conf
A Python Software Library for Computing with Words and Perceptions.
FUZZ-IEEE
Deepak Sharma, Prashant K. Gupta, Javier Andreu-Perez, Jerry M. Mendel, Luis Martínez-López
2021 B conf
A Type-2 Fuzzy Logic Based Explainable AI Approach for the Easy Calibration of AI models in IoT Environments.
FUZZ-IEEE
Josip Rozman, Hani Hagras, Javier Andreu-Perez, Damien Clarke, Beate Müller, Steve Fitz
2021 — conf
Characterization of a Raspberry Pi as the Core for a Low-cost Multimodal EEG-fNIRS Platform.
EMBC
Freddy del Angel-Arrieta, Michelle Rojas Cisneros, Jesús Joel Rivas, Luis R. Castrejon, Luis Enrique Sucar, Javier Andreu-Perez, Felipe Orihuela-Espina
2021 J jnl
Clinical Brain-Computer Interface Challenge 2020 (CBCIC at WCCI2020): Overview, methods and results.
CoRR
Anirban Chowdhury, Javier Andreu-Perez
2021 J jnl
Enhanced linguistic computational models and their similarity with Yager's computing with words.
Inf. Sci.
Prashant K. Gupta, Deepak Sharma, Javier Andreu-Perez
2021 B conf
Joint Approximate Diagonalization Divergence Based Scheme for EEG Drowsiness Detection Brain Computer Interfaces.
FUZZ-IEEE
Tharun Kumar Reddy, Yu-Kai Wang, Chin-Teng Lin, Javier Andreu-Perez
2021 J jnl
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.
Akshansh Gupta, Ramesh Kumar Agrawal, Jyoti Singh Kirar, Javier Andreu-Perez, Weiping Ding, Chin-Teng Lin, Mukesh Prasad
2021 J jnl
On the utility of power spectral techniques with feature selection techniques for effective mental task classification in noninvasive BCI.
CoRR
Akshansh Gupta, Ramesh Kumar Agrawal, Jyoti Singh Kirar, Javier Andreu-Perez, Wei-Ping Ding, Chin-Teng Lin, Mukesh Prasad
2021 J jnl
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning.
CoRR
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
2021 J jnl
Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives.
CoRR
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti
2020 B conf
A Type-2 Fuzzy Logic Based Explainable Artificial Intelligence System for Developmental Neuroscience.
FUZZ-IEEE
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Maria Laura Filippetti, Silvia Rigato
2020 J jnl
A hierarchical meta-model for multi-class mental task based brain-computer interfaces.
Neurocomputing
Akshansh Gupta, R. K. Agrawal, Jyoti Singh Kirar, Baljeet Kaur, Weiping Ding, Chin-Teng Lin, Javier Andreu-Perez, Mukesh Prasad
2020 B conf
Deep Learning Towards Intelligent Vehicle Fault Diagnosis.
IJCNN
Mohammed Al-Zeyadi, Javier Andreu-Perez, Hani Hagras, Chris Royce, Darren Smith, Piotr Rzonsowski, Ali Malik
2020 J jnl
Fuzzy learning and its applications in neural-engineering.
Neurocomputing
Javier Andreu-Perez
2020 — conf
Improving Speller BCI performance using a cluster-based under-sampling method.
SSCI
Sergio A. Cortez, Christian Flores Vega, Javier Andreu-Perez
2020 B conf
Privacy-Preserving Gesture Recognition with Explainable Type-2 Fuzzy Logic Based Systems.
FUZZ-IEEE
Josip Rozman, Hani Hagras, Javier Andreu-Perez, Damien Clarke, Beate Müller, Steve Fitz
2020 J jnl
Recognition of Patient Groups with Sleep Related Disorders using Bio-signal Processing and Deep Learning.
Sensors
Delaram Jarchi, Javier Andreu-Perez, Mehrin Kiani, Oldrich Vysata, Jirí Kuchynka, Ales Procházka, Saeid Sanei
2020 — conf
Towards Decoding of Depersonalisation Disorder Using EEG: A Time Series Analysis Using CDTW.
SSCI
Abbas Salami, Javier Andreu-Perez, Helge Gillmeister
2020 B conf
Under-sampling and Classification of P300 Single-Trials using Self-Organized Maps and Deep Neural Networks for a Speller BCI.
SMC
Sergio A. Cortez, Christian Flores Vega, Javier Andreu-Perez
2019 B conf
An Implicit Brain Computer Interface Supported by Gaze Monitoring for Virtual Therapy.
SMC
David Achanccaray, George P. Mylonas, Javier Andreu-Perez
2019 — conf
Towards Gamers' Experience Level Decoding with Optical Brain Imaging.
CEEC
Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Ana R. Andreu, Maria Pinto, Jaime Andreu, Pratusha Reddy, Kurtulus Izzetoglu
2018 — conf
A Convolutional Neural Network Approach for a P300-based Brain-Computer Interface for Disabled and Healthy Subjects.
CEEC
Christian Flores Vega, Victor Flores, David Achanccaray, Javier Andreu-Perez
2018 B conf
A Fuzzy Genetic Algorithm for Optimal Spatial Filter Selection for P300-Based Brain Computer Interfaces.
FUZZ-IEEE
David Achanccaray, Christian Flores Vega, Christian Fonseca, Javier Andreu-Perez
2018 J jnl
A Self-Adaptive Online Brain-Machine Interface of a Humanoid Robot Through a General Type-2 Fuzzy Inference System.
IEEE Trans. Fuzzy Syst.
Javier Andreu-Perez, Fan Cao, Hani Hagras, Guang-Zhong Yang
2018 J jnl
Artificial Intelligence and Robotics.
CoRR
Javier Andreu-Perez, Fani Deligianni, Daniele Ravì, Guang-Zhong Yang
2018 B conf
Performance Evaluation of a P300 Brain-Computer Interface Using a Kernel Extreme Learning Machine Classifier.
SMC
Christian Flores Vega, Christian Fonseca, David Achanccaray, Javier Andreu-Perez
2017 B conf
A P300-based brain computer interface for smart home interaction through an ANFIS ensemble.
FUZZ-IEEE
David Achanccaray, Christian Flores Vega, Christian Fonseca, Javier Andreu-Perez
2017 B conf
A virtual reality and brain computer interface system for upper limb rehabilitation of post stroke patients.
FUZZ-IEEE
David Achanccaray, Kevin Acuna, Erick Carranza, Javier Andreu-Perez
2017 J jnl
Deep Learning for Health Informatics.
IEEE J. Biomed. Health Informatics
Daniele Ravì, Charence Wong, Fani Deligianni, Melissa Berthelot, Javier Andreu-Perez, Benny Lo, Guang-Zhong Yang
2017 J jnl
Developing Fine-Grained Actigraphies for Rheumatoid Arthritis Patients from a Single Accelerometer Using Machine Learning.
Sensors
Javier Andreu-Perez, Luis Garcia-Gancedo, Jonathan McKinnell, Anniek Van der Drift, Adam Powell, Valentin Hamy, Thomas Keller, Guang-Zhong Yang
2017 B conf
Improved estimation of effective brain connectivity in functional neuroimaging through higher order fuzzy cognitive maps.
FUZZ-IEEE
Mehrin Kiani, Javier Andreu-Perez, Elpiniki I. Papageorgiou
2017 — conf
Performance predictors of motor imagery brain-computer interface based on spatial abilities for upper limb rehabilitation.
EMBC
Kevin Pacheco, Kevin Acuna, Erick Carranza, David Achanccaray, Javier Andreu-Perez
2016 J jnl
Disparity in Frontal Lobe Connectivity on a Complex Bimanual Motor Task Aids in Classification of Operator Skill Level.
Brain Connect.
Javier Andreu-Perez, Daniel Richard Leff, Kunal Shetty, Ara Darzi, Guang-Zhong Yang
2016 J jnl
EALab (Eye Activity Lab): a MATLAB Toolbox for Variable Extraction, Multivariate Analysis and Classification of Eye-Movement Data.
Neuroinformatics
Javier Andreu-Perez, Celine Solnais, Kumuthan Sriskandarajah
2015 J jnl
Big Data for Health.
IEEE J. Biomed. Health Informatics
Javier Andreu-Perez, Carmen C. Y. Poon, Robert D. Merrifield, Stephen T. C. Wong, Guang-Zhong Yang
2015 J jnl
From Wearable Sensors to Smart Implants-Toward Pervasive and Personalized Healthcare.
IEEE Trans. Biomed. Eng.
Javier Andreu-Perez, Daniel Richard Leff, Henry M. D. Ip, Guang-Zhong Yang
2014 — ch.
Multi-sensor Fusion.
Body Sensor Networks
Guang-Zhong Yang, Javier Andreu-Perez, Xiaopeng Hu, Surapa Thiemjarus
2012 — —
Evolving intelligent systems for ubiquitous computing technologies.
Javier Andreu-Perez