Publications

Influence of hypokinetic dysarthria severity level on the long-term outcome of repetitive transcranial magnetic stimulation therapy
Parkinsonism & Related Disorders 2026-03 | Journal article DOI: 10.1016/j.parkreldis.2026.108175 Contributors: Krystof Novotny; Lubos Brabenec; Jiri Mekyska; Andrea Moravska; Pedro Gómez-Vilda; Andrés Gómez-Rodellar; Irena Rektorova

Reinforcement Training of Face Recognition Systems Using Morphing and XAI Methods
IET Biometrics 2026-01 | Journal article DOI: 10.1049/bme2/7897011 Contributors: Roberto Gallardo-Cava; David Ortega-DelCampo; Daniel Palacios-Alonso; Javier M. Moguerza; Cristina Conde; Enrique Cabello; Christian Rathgeb

Gamification in a Web-Based Platform for Teaching Robotics Engineering
2025 | Book chapter DOI: 10.1007/978-3-031-98762-5_33 Contributors: David Rodríguez-Rives; Raúl Fernández-Ruiz; Daniel Palacios-Alonso; Nikola Hristov-Kalamov; José M. Cañas

Partially homomorphic framework for secure privacy-preserving ID creation
Integrated Computer-Aided Engineering 2025-11 | Journal article DOI: 10.1177/10692509251342680 Contributors: Nikola Hristov-Kalamov; Raúl Fernández-Ruiz; Cristina Conde; Agustín Álvarez-Marquina; Francisco Domínguez-Mateos; Pedro Gómez-Vilda; Daniel Palacios-Alonso

Composable Privacy-Preserving Framework for Stakes-Based Online Peer-to-Peer Applications
Cryptography 2025-07-01 | Journal article DOI: 10.3390/cryptography9030048 Contributors: Nikola Hristov-Kalamov; Raúl Fernández-Ruiz; Agustín Álvarez-Marquina; Julio Guillén-García; Roberto Gallardo-Cava; Daniel Palacios-Alonso

Assessing Laryngeal Neuromotor Activity from Phonation
International Journal of Neural Systems 2025-06 | Journal article DOI: 10.1142/S0129065725500297 Contributors: Pedro Gómez-Vilda; Andrés Gómez-Rodellar; Jiři Mekyska; Agustín Álvarez-Marquina; Daniel Palacios-Alonso; Irena Rektorová

Comprehensive Approach to Educational Innovation: Overcoming Key Obstacles
2025-06 | Conference paper DOI: 10.21125/edulearn.2025.0626 Contributors: Aránzazu Díaz-Camúñez; Daniel Palacios-Alonso; Esther Núñez-Vidal; Jaime Urquiza-Fuentes; Maximiliano Paredes-Velasco

Zero-shot Learning for Subdiscrimination in Pre-trained Models
2025-01-28 | Journal article JUCS - Journal of Universal Computer Science | DOI: 10.3897/jucs.120860 | Francisco Dominguez-Mateos; Vincent O’Brien; James Garland; Ryan Furlong; Daniel Palacios-Alonso

Comparison of an Accelerated Garble Embedding Methodology for Privacy Preserving in Biomedical Data Analytics
2024 | Book chapter DOI: 10.1007/978-3-031-61140-7_28 Contributors: Nikola Hristov-Kalamov; Raúl Fernández-Ruiz; Agustín álvarez-Marquina; Esther Núñez-Vidal; Francisco Domínguez-Mateos; Daniel Palacios-Alonso

Facial mask-wearing prediction and adaptive gender classification using convolutional neural networks
EAI Endorsed Transactions on Industrial Networks and Intelligent Systems 2024 | Journal article DOI: 10.4108/eetinis.v11i2.4318 EID: 2-s2.0-85192078901 Part of ISSN: 24100218 Contributors: Oulad-Kaddour, M.; Haddadou, H.; Palacios-Alonso, D.; Conde, C.; Cabello, E.

Grad-CAM Applied to the Detection of Instruments Used in Facial Presentation Attacks
2024 | Book chapter DOI: 10.1007/978-3-031-61140-7_27 Contributors: Irene García-Rubio; Roberto Gallardo-Cava; David Ortega-delCampo; Julio Guillen-Garcia; Daniel Palacios-Alonso; Cristina Conde

Cepstral Space Projection on the Evaluation of Autistic Speech: A Pilot Study
2024 | Book chapter DOI: 10.1007/978-3-031-61140-7_32 Contributors: Andrés Gómez-Rodellar; Marina Jodra-Chuan; José Manuel Ferrández-Vicente; Pedro Gómez-Vilda

Unfolding Laryngeal Neuromotor Activity in Parkinson’s Disease by Phonation Inversion
2024 | Book chapter DOI: 10.1007/978-3-031-61140-7_29 Contributors: Pedro Gómez-Vilda; Andrés Gómez-Rodellar; Jiri Mekyska; Agustín Álvarez-Marquina; Daniel Palacios-Alonso

Deep Neural Tower: A Game to Teach AI Concepts
2024-12-10 | Conference paper DOI: 10.1109/ICALTER65499.2024.10819228 Contributors: Bozhidar Petrov-Valchev; Esther Núñez-Vidal; Nikola Hristov-Kalamov; María Zapata-Cáceres; Daniel Palacios-Alonso

Noninvasive Deep Learning Analysis for Smith–Magenis Syndrome Classification
Applied Sciences 2024-10-25 | Journal article DOI: 10.3390/app14219747 Contributors: Esther Núñez-Vidal; Raúl Fernández-Ruiz; Agustín Álvarez-Marquina; Irene Hidalgo-delaGuía; Elena Garayzábal-Heinze; Nikola Hristov-Kalamov; Francisco Domínguez-Mateos; Cristina Conde; Rafael Martínez-Olalla

Analysis of Voice Quality in Children With Smith-Magenis Syndrome
Journal of Voice 2024-10 | Journal article DOI: 10.1016/j.jvoice.2024.09.026 Part of ISSN: 0892-1997 Contributors: Rafael Martínez-Olalla; Irene Hidalgo-De la Guía; Elena Garayzábal-Heinze; Raúl Fernández-Ruiz; Esther Núñez-Vidal; Agustín Álvarez-Marquina; Daniel Palacios-Alonso

Computational Thinking Measurement of CS University Students
Applied Sciences 2024-06 | Journal article | Author DOI: 10.3390/app14125261 Contributors: Raquel Hijón-Neira; Celeste Pizarro; John French; Daniel Palacios-Alonso; Emre Çoban

Identification of Smith–Magenis syndrome cases through an experimental evaluation of machine learning methods
Frontiers in Computational Neuroscience 2024-03-22 | Journal article DOI: 10.3389/fncom.2024.1357607 Part of ISSN: 1662-5188 Contributors: Raúl Fernández-Ruiz; Esther Núñez-Vidal; Irene Hidalgo-delaguía; Elena Garayzábal-Heinze; Agustín Álvarez-Marquina; Rafael Martínez-Olalla; Daniel Palacios-Alonso

Automatic Competitions in the Unibotics Open Online Robot Programming Web
ROBOT2022: Fifth Iberian Robotics Conference 2023 | Book chapter DOI: 10.1007/978-3-031-21065-5_38 Part of ISBN: 9783031210648 Part of ISBN: 9783031210655 Part of ISSN: 2367-3370 Part of ISSN: 2367-3389 Contributors: Raúl Fernández-Ruiz; Daniel Palacios-Alonso; José María Cañas-Plaza; David Roldán-Álvarez

Diagnosis of COVID-19 by sound-based analysis of vocal recordings
Pulmonology 2023-11 | Journal article DOI: 10.1016/j.pulmoe.2023.03.003 Contributors: P. Carreiro-Martins; P. Paixão; I. Caires; A. Rodrigues; P. Matias; H. Gamboa; A. Carreiro; F. Soares; P. Gomez; J. Sousa et al.

Creating Realistic Presentation Attacks for Facial Impersonation Step-by-Step
IEEE Access 2023 | Journal article DOI: 10.1109/ACCESS.2023.3313094 EID: 2-s2.0-85171576304 Part of ISSN: 21693536 Contributors: Gallardo-Cava, R.; Ortega-Delcampo, D.; Guillen-Garcia, J.; Palacios-Alonso, D.; Conde, C.

Deep Learning-Based Gender Classification by Training With Fake Data
IEEE Access 2023 | Journal article DOI: 10.1109/ACCESS.2023.3328210 EID: 2-s2.0-85176385603 Part of ISSN: 21693536 Contributors: Oulad-Kaddour, M.; Haddadou, H.; Vilda, C.C.; Palacios-Alonso, D.; Benatchba, K.; Cabello, E.

Effect of glass fiber on the permanent deformation of numerically modelled wearing courses in ANSYS
Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology 2023 | Conference paper EID: 2-s2.0-85172341373 Part of ISBN: 9786289520743 Part of ISSN: 24146390 Contributors: Joaquin, J.; Vilchez, J.; Silvera, M.; Campos, F.; Palacios-Alonso, D.

Evaluation of the visibility distance with the Istram program on third-class roads with a high accident rate
Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology 2023 | Conference paper EID: 2-s2.0-85172399576 Part of ISBN: 9786289520743 Part of ISSN: 24146390 Contributors: Barzola, L.; Colán Peña, F.; Silvera, M.; Campos, F.; Palacios-Alonso, D.

Feature Representation in Pretrained Deep Metric Embeddings
Research Square 2023 | Other DOI: 10.21203/rs.3.rs-2761696/v1 EID: 2-s2.0-85167638818 Contributors: Furlong, R.; O’Brien, V.; Garland, J.; Palacios-Alonso, D.; Dominguez-Mateos, F.

Vehicular Conflict Assessment on a Road with Lane Reduction Using the SSAM Methodology
Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology 2023 | Conference paper EID: 2-s2.0-85172310554 Part of ISBN: 9786289520743 Part of ISSN: 24146390 Contributors: del Valle, M.; La Rosa, X.; Silvera, M.; Campos, F.; Palacios-Alonso, D.

A Pilot and Feasibility Study of Virtual Reality as Gamified Monitoring Tool for Neurorehabilitation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 | Conference paper DOI: 10.1007/978-3-031-06242-1_24 EID: 2-s2.0-85132024214 Part of ISBN: 9783031062414 Part of ISSN: 16113349 03029743 Contributors: Palacios-Alonso, D.; López-Arribas, A.; Meléndez-Morales, G.; Núñez-Vidal, E.; Gómez-Rodellar, A.; Ferrández-Vicente, J.M.; Gómez-Vilda, P.

Acoustic Analysis of Phonation in Children With Smith–Magenis Syndrome
2021-06-3 | journal-article DOI: doi.org/10.3389/ Pedro Gómez Vilda, Daniel Palacios Alonso, Rafael Martínez Olalla, Irene Hidalgo Universidad Rey Juan Carlos, Universidad Politécnica de Madrid, Universidad Autónoma de Madrid Abstract Complex …

A Neuromotor to Acoustical Jaw-Tongue Projection Model With Application in Parkinson’s Disease Hypokinetic Dysarthria.
2021-03-15 | journal-article DOI: 10.3389/fnhum.2021.622825 Pedro Gómez Vilda, Daniel Palacios Alonso, Victoria Rodellar Biarge, Víctor Nieto Lluis, Agustín Álvarez Marquina, Andrés Gómez, Athanasios Tsanas Universidad Rey Juan Carlos, Universidad Politécnica de Madrid, Centro …

Specificities of phonation biomechanics in Down Syndrome children
2021-01 | journal-article DOI: 10.1016/j.bspc.2020.102219 Pedro Gómez Vilda, Daniel Palacios Alonso, Elena Garayzábal, Irene Hidalgo Universidad Rey Juan Carlos, Universidad Politécnica de Madrid, Center for Biomedical Technology, Universidad Autónoma de Madrid. …

Acoustic to kinematic projection in Parkinson’s disease dysarthria
2021 | journal-article DOI: 10.1016/j.bspc.2021.102422 Pedro Gómez Vilda, Daniel Palacios Alonso, Victoria Rodellar Biarge, Agustín Álvarez Marquina, Andrés Gómez, Athanasios Tsanas Universidad Rey Juan Carlos, Universidad Politécnica de Madrid, Centro de Tecnología …

An ICA-based method for stress classification from voice samples
2020-12-28 | journal-article DOI: 10.1007/s00521-019-04549-3 Pedro Gómez Vilda, Daniel Palacios Alonso, Victoria Rodellar Biarge, Carlos Lázaro Carrascosa, Andrés Gómez Universidad Rey Juan Carlos, Universidad Politécnica de Madrid Abstract Emotion detection is a …

Convolutional Neural Network Approach for Multispectral Facial Presentation Attack Detection in Automated Border Control Systems
2020-11 | journal-article DOI: 10.3390/e22111296 Daniel Palacios Alonso, Cristina Conde, Araceli Sánchez, Beatriz Gómez, Aristeidis Tsitiridis, Enrique Cabello, David Ortega. Universidad Rey Juan Carlos, Universidad de Salamanca Abstract Automated border control systems …

A Methodology to Differentiate Parkinson’s Disease and Aging Speech Based on Glottal Flow Acoustic Analysis
2020-07-06 | journal-article DOI: 10.1142/s0129065720500586 Pedro Gómez Vilda, Daniel Palacios Alonso, Agustín Álvarez Marquina, Andrés Gómez, Jose M. Ferrández, Jiri Mekyska. Universidad Rey Juan Carlos, Universidad Politécnica de Madrid Abstract Speech is …

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
2020 | journal-article DOI: 10.1016/j.neucom.2020.05.078 Pedro Gómez Vilda, Daniel Palacios Alonso, Juan M. Górriz, Javier Ramírez, Andrés Ortíz, Francisco J. Mártinez Murcia, Fermin Segovia, John Suckling, Matthew Leming, Yu-Dong Zang, Jose Ramón …

MonParLoc: A Speech-Based System for Parkinson’s Disease Analysis and Monitoring
2020 | journal-article DOI: 10.1109/ACCESS.2020.3031646 Pedro Gómez Vilda, Daniel Palacios Alonso, Carlos Lázaro Carrascosa, Guillermo Meléndez, Agustín López, Andrés Gómez. Universidad Rey Juan Carlos, Universidad Politécnica de Madrid Abstract Patients suffering from …

Performance of Articulation Kinetic Distributions Vs MFCCs in Parkinson’s Detection from Vowel Utterances
2020 | book-chapter DOI: 10.1007/978-981-13-8950-4_38 Pedro Gómez Vilda, Daniel Palacios Alonso, Agustín Álvarez Marquina, Andrés Gómez, Jiri Mekyska, Djamila Meghraoui. Universidad Rey Juan Carlos, Universidad Politécnica de Madrid, BRNO University of Technology, …

Characterization of Parkinson’s disease dysarthria in terms of speech articulation kinematics
2019-07 | journal-article DOI: 10.1016/j.bspc.2019.04.029 Pedro Gómez Vilda, Daniel Palacios Alonso, Victoria Rodellar Biarge, Agustín Álvarez Marquina, Andrés Gómez, Jiri Mekyska. Universidad Rey Juan Carlos, Universidad Politécnica de Madrid, BRNO University of …

Neuromechanical Modelling of Articulatory Movements from Surface Electromyography and Speech Formants
2019 | journal-article DOI: 10.1142/S0129065718500399 Pedro Gómez Vilda, Daniel Palacios Alonso, Agustín Álvarez Marquina, Andrés Gómez, José M. Ferrández, Jiri Mekyska, Ilona Eliasova, Milena Kostalova, Irena Rektarova. Universidad Politécnica de Madrid, Masarykova …

Vowel Articulation Dynamic Stability Related to Parkinson’s Disease Rating Features: Male Dataset
2019 | journal-article DOI: 10.1142/S0129065718500375 Pedro Gómez Vilda, Daniel Palacios Alonso, Zoltan Galaz, Jiri Mekyska, José M. ferrández, Andrés Gómez, Zdenek Smekal, Ilona Eliasova, Milena Kostalova, Irena Rektorova. Universidad Politécnica de Madrid, …

Monitoring ALS from speech articulation kinematics
2018-10-16 | journal-article DOI: 10.1007/s00521-018-3538-6 Pedro Gómez Vilda, Daniel Palacios Alonso, Victoria Rodellar Biarge, Andrés Gómez, Ana R. M. Londral Universidad Politécnica de Madrid, Universidade NOVA de Lisboa Abstract Patients affected by …

Monitoring Parkinson Disease from speech articulation kinematics
2017-12-18 | journal-article DOI: 10.3989/loquens.2017.036 Pedro Gómez Vilda, Daniel Palacios Alonso,Victoria Rodellar Biarge, Agustín Álvarez Marquina, Jiri Mekyska, Andrés Gómez. BRNO University of Technology, Universidad Politécnica de Madrid Abstract Parkinson Disease (PD) …

Articulation Characterization in AD Speech Production
2017 | book-chapter DOI: 10.1007/978-3-319-46669-9_140 Pedro Gómez Vilda, Daniel Palacios Alonso,Victoria Rodellar Biarge, M.K. López de Ipiña, M. Ecay Torres. Universidad Politécnica de Madrid, Universidad del País Vasco Abstract Alzheimer’s Disease (AD) …

Parkinson Disease Detection from Speech Articulation Neuromechanics
2017 | journal-article DOI: 10.3389/fninf.2017.00056 Pedro Gómez Vilda, Daniel Palacios Alonso, Victoria Rodellar Biarge, Jiri Mekyska, José M. Ferrández, Andrés Gómez, Zoltan Galaz, Zdenek Smekal, Ilona Eliasova, Milena Kostalova, Irena Rektorova. …

Monitoring Parkinson’s Disease Rehabilitation from Phonation Biomechanics
2017 | book-chapter DOI: 10.1007/978-3-319-46669-9_17 Pedro Gómez Vilda, Daniel Palacios Alonso, Victoria Rodellar Biarge, P. Lirio, N. Polo. Universidad Politécnica de Madrid, Universidad Nacional de Educación a Distancia. Abstract Neuromotor disease rehabilitation …

Parkinson’s disease monitoring by biomechanical instability of phonation
2017 | journal-article DOI: 10.1016/j.neucom.2016.06.092 Pedro Gómez Vilda, Daniel Palacios Alonso, Víctor Nieto Lluis, Victoria Rodellar Biarge, Agustín Álvarez Marquina, Rafael Martínez. Universidad Politécnica de Madrid, Centro de Tecnología Biomédica Abstract …

Towards the search of detection in speech‐relevant features for stress
2015 | journal-article DOI: doi.org/10.1111/exsy.12109 Pedro Gómez Vilda, Daniel Palacios Alonso, Victor Nieto LLuis, Victoria Rodellar Biarge Universidad Rey Juan Carlos, Universidad Politécnica de Madrid Abstract Most of the parameters …