Publications

@article{dominguez2025comprehensive,

title = {Comprehensive Approach with Machine Learning Techniques to Investigate Early-Onset Preeclampsia and Its Long-Term Cardiovascular Implications},

author = {Paula Dom\'{i}nguez-del Olmo and Ignacio Herraiz and Cecilia Villala\'{i}n and Alberto Galindo and Mailyn Moreno-Espino and Jose Luis Ayala},

year  = {2025},

date = {2025-01-01},

journal = {Applied Sciences},

volume = {15},

number = {16},

pages = {8887},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gago2025episodic,

title = {Episodic Migraine Pain Curves: Real-Time Smartphone-Based Analysis and Clinical Implications},

author = {Ana Beatriz Gago-Veiga and Alicia Gonzalez-Martinez and Sonia Quintas and Alba Vieira and Javier G\'{a}lvez-Goicur\'{i}a and Ancor Sanz-Garc\'{i}a and Jose L Ayala and Monica Sobrado and Jose Vivancos and Josu\'{e} Pagan},

year  = {2025},

date = {2025-01-01},

journal = {Journal of Pain Research},

pages = {6711\textendash6722},

publisher = {Taylor \& Francis},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{verona2025soup,

title = {SOUP: Sleep Data Copilot for Accurate Hypnogram Labeling},

author = {Marta Verona-Almeida and Javier Mendez and Rybel Wix and Jos\'{e} L Ayala and Josu\'{e} Pag\'{a}n},

year  = {2025},

date = {2025-01-01},

journal = {Applied Sciences},

volume = {15},

number = {24},

pages = {12912},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{murillo2025digit,

title = {Digit-Recurrence Posit Division},

author = {Raul Murillo and Julio Villalba-Moreno and Alberto A Del Barrio and Guillermo Botella},

year  = {2025},

date = {2025-01-01},

journal = {arXiv preprint arXiv:2511.02494},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mallasen2025navigating,

title = {Navigating Posit Arithmetic: A Comprehensive Survey of Principles, Hardware, and Applications},

author = {David Mallas\'{e}n Quintana and Raul Murillo and Guillermo Botella and Alberto Antonio Del Barrio},

year  = {2025},

date = {2025-01-01},

journal = {ACM Computing Surveys},

publisher = {ACM New York, NY},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{macias2025high,

title = {High-level synthesis acceleration for an FPGA implementation of an optimized automatic target detection and classification algorithm for hyperspectral image analysis with Intel oneAPI},

author = {R Macias and S Bernab\'{e} and C Gonz\'{a}lez},

year  = {2025},

date = {2025-01-01},

journal = {Journal of Computational Science},

pages = {102723},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rios2025correction,

title = {Correction: Early stroke detection through machine learning in the prehospital setting},

author = {Mar\'{i}a R\'{i}os Delgado and Gemma Reig Rosell\'{o} and Nicolas Riera-Lopez and Jos\'{e} A Vivancos and Jos\'{e} L Ayala},

year  = {2025},

date = {2025-01-01},

journal = {Frontiers in Cardiovascular Medicine},

volume = {12},

pages = {1708205},

publisher = {Frontiers Media SA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{villarrubia2025solving,

title = {Solving the task scheduling and GPU reconfiguration problem on MIG devices via deep reinforcement learning},

author = {Jorge Villarrubia and Luis Costero and Francisco D Igual and Katzalin Olcoz},

year  = {2025},

date = {2025-01-01},

journal = {Future Generation Computer Systems},

pages = {108145},

publisher = {North-Holland},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{martinez2025cache,

title = {Cache-aware optimization of matrix multiplication and matrix factorizations on multicore processors},

author = {H\'{e}ctor Mart\'{i}nez and Sandra Catal\'{a}n and Francisco D Igual and Jos\'{e} R Herrero and Rafael Rodr\'{i}guez-S\'{a}nchez and Enrique S Quintana-Ort\'{i}},

year  = {2025},

date = {2025-01-01},

journal = {Cluster Computing},

volume = {28},

number = {12},

pages = {779},

publisher = {Springer US New York},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{jimenez2025retiplus,

title = {Retiplus: Augmented Reality Rehabilitation System to Enhance Autonomy and Quality of Life in Individuals with Low Vision},

author = {Jonathan Jos\'{e} Jim\'{e}nez and Juan Bay\'{o}n and Mar\'{i}a Guijarro and Ricardo Bern\'{a}rdez-Vilaboa and Rafael C\'{a}mara and Joaqu\'{i}n Recas},

year  = {2025},

date = {2025-01-01},

journal = {Electronics},

volume = {14},

number = {18},

pages = {3589},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{acosta2025qubo,

title = {QUBO-based training for VQAs on Quantum Annealers},

author = {Ernesto Acosta and Guillermo Botella and Carlos Cano},

year  = {2025},

date = {2025-01-01},

journal = {arXiv preprint arXiv:2509.01821},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{lawo2025future,

title = {Future Data Centers: Hardware-Offloaded Post-Quantum Secure Optical IPsec Tunnel for Confidential AI Training},

author = {Daniel Lawo and R Abu Bakar and Abraham Cano Aguilera and Filippo Cugini and Jos\'{e} L Imana and Idelfonso Tafur Monroy and JJ Vegas Olmos},

year  = {2025},

date = {2025-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gonzalez2025reducing,

title = {Reducing leads, enhancing wearable practicality: A comparative study of 3-lead vs. 12-lead ECG classification},

author = {Sergio Gonz\'{a}lez-Cabeza and Mario Sanz-Guerrero and Luis Pi\~{n}uel and Mauro Luis Buelga Su\'{a}rez and Gonzalo Luis Alonso Salinas and Marian Diaz-Vicente and Joaqu\'{i}n Recas},

year  = {2025},

date = {2025-01-01},

journal = {Medical Engineering \& Physics},

pages = {104419},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{olmo2025comprehensive,

title = {Comprehensive Approach with Machine Learning Techniques to Investigate Early-Onset Preeclampsia and Its Long-Term Cardiovascular Implications.},

author = {Dom\'{i}nguez-del Olmo and Ignacio Herraiz and Cecilia Villala\'{i}n and Alberto Galindo and Mailyn Moreno-Espino and Jose Luis Ayala and others},

year  = {2025},

date = {2025-01-01},

journal = {Applied Sciences (2076-3417)},

volume = {15},

number = {16},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{fernandez2025optimized,

title = {An optimized, color-adaptive blue light filtering approach using a novel color space transformation},

author = {Juan Bay\'{o}n Fern\'{a}ndez and Joaqu\'{i}n Recas Piorno and Mar\'{i}a Guijarro Mata-Garc\'{i}a},

year  = {2025},

date = {2025-01-01},

journal = {Displays},

pages = {103124},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dominguez2025predictive,

title = {Predictive modeling of complications arising from early-onset preeclampsia in pregnant women},

author = {Paula Dom\'{i}nguez del Olmo and Ignacio Herraiz and Cecilia Villala\'{i}n and Alberto Galindo and Jose Luis Ayala},

year  = {2025},

date = {2025-01-01},

journal = {Women's Health},

volume = {21},

pages = {17455057251348978},

publisher = {SAGE Publications Sage UK: London, England},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{rios2025early,

title = {Early stroke detection through machine learning in the prehospital setting},

author = {Mar\'{i}a R\'{i}os and Gemma Reig and Nicolas Riera and Jose A Vivancos and Jos\'{e} Ayala},

year  = {2025},

date = {2025-01-01},

journal = {Frontiers in Cardiovascular Medicine},

volume = {12},

pages = {1629853},

publisher = {Frontiers},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alaez2025towards,

title = {Towards a Heat-Resistant Tethered Micro-Aerial Vehicle for Structure Fire Sensing},

author = {Daniel Al\'{a}ez and Manuel Prieto and Jes\'{u}s Villadangos and Jos\'{e} Javier Astrain},

year  = {2025},

date = {2025-01-01},

journal = {Applied Sciences},

volume = {15},

number = {5},

pages = {2388},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{fuentes2025corrigendum,

title = {Corrigendum to “Feasibility Study of a Building-Integrated PV Manager to Power a Last-Mile Electric Vehicle Sharing System”},

author = {Manuel Fuentes and Jes\'{u}s Fraile-Ardanuy and Jos\'{e} L Risco-Mart\'{i}n and Jos\'{e} M Moya},

year  = {2025},

date = {2025-01-01},

journal = {International Journal of Photoenergy},

volume = {2025},

number = {1},

pages = {9802173},

publisher = {Wiley},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ayala2025immersed,

title = {Immersed flat ribbon knots},

author = {Jos\'{e} Ayala and David Kirszenblat and Joachim Hyam Rubinstein},

year  = {2025},

date = {2025-01-01},

journal = {Israel Journal of Mathematics},

pages = {1\textendash36},

publisher = {The Hebrew University Magnes Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{risco2025advanced,

title = {Advanced simulation-based predictive modelling for solar irradiance sensor farms},

author = {Jos\'{e} L Risco-Mart\'{i}n and Ignacio-Iker Prado-Rujas and Javier Campoy and Mar\'{i}a S P\'{e}rez and Katzalin Olcoz},

year  = {2025},

date = {2025-01-01},

journal = {Journal of Simulation},

volume = {19},

number = {3},

pages = {265\textendash282},

publisher = {Taylor \& Francis},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{peng2025efficient,

title = {Efficient Expiration Date Recognition in Food Packages for Mobile Applications},

author = {Hao Peng and Juan Bayon and Joaquin Recas and Maria Guijarro},

year  = {2025},

date = {2025-01-01},

journal = {Algorithms},

volume = {18},

number = {5},

pages = {286},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{villarrubia2025leveraging,

title = {Leveraging Multi-Instance GPUs through moldable task scheduling},

author = {Jorge Villarrubia and Luis Costero and Francisco D Igual and Katzalin Olcoz},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Journal of Parallel and Distributed Computing},

pages = {105128},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sayedsalehi2025developing,

title = {Developing and Analyzing the Defect-Based Surface Codes Using Optimization Algorithms},

author = {Samira Sayedsalehi and Nader Bagherzadeh and Alberto A Del Barrio and Guillermo Botella and Ratko Pilipovi\'{c}},

year  = {2025},

date = {2025-01-01},

journal = {Quantum Reports},

volume = {7},

number = {2},

pages = {25},

publisher = {MDPI},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sanz2025autoencoder,

title = {Autoencoder techniques for survival analysis on renal cell carcinoma},

author = {I\~{n}igo Sanz Ilundain and Laura Hern\'{a}ndez-Lorenzo and Cristina Rodr\'{i}guez-Antona and Jes\'{u}s Garc\'{i}a-Donas and Jos\'{e} L Ayala},

year  = {2025},

date = {2025-01-01},

journal = {PLoS One},

volume = {20},

number = {5},

pages = {e0321045},

publisher = {Public Library of Science San Francisco, CA USA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mallasen2025exploring,

title = {Exploring Low-Cost Platforms for Automatic Chess Digitization},

author = {David Mallas\'{e}n and Mar\'{i}a Jos\'{e} Belda and Alberto A Del Barrio and Fernando Castro and Katzali Olcoz and Manuel Prieto-Matias},

year  = {2025},

date = {2025-01-01},

journal = {Journal of Computer Science \& Technology},

volume = {25},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alonso2025graph,

title = {Graph-based immune checkpoint inhibitor response prediction model for metastatic renal cell carcinoma patients},

author = {Sandra Alonso and Laura Hern\'{a}ndez-Lorenzo and Ignacio Dur\'{a}n and Cristina Rodr\'{i}guez and Jes\'{u}s Garc\'{i}a-Don\'{a}s and Jose L Ayala},

year  = {2025},

date = {2025-01-01},

journal = {IEEE Access},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{del2025cardiovascular,

title = {Cardiovascular disease in women with early-onset preeclampsia: a matched case-control study},

author = {P Dom\'{i}nguez Del Olmo and I Herraiz and C Villala\'{i}n and B De la Parte and E Rodr\'{i}guez-S\'{a}nchez and G Ruiz-Hurtado and L Fern\'{a}ndez-Friera and E Morales and JL Ayala and J Sol\'{i}s and others},

year  = {2025},

date = {2025-01-01},

journal = {The Journal of MaTernal-feTal \& neonaTal Medicine},

volume = {38},

number = {1},

pages = {2459302},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dominguez2025cardiovascular,

title = {Cardiovascular disease in women with early-onset preeclampsia: a matched case-control study},

author = {P Dom\'{i}nguez del Olmo and I Herraiz and C Villala\'{i}n and B De la Parte and E Rodr\'{i}guez-S\'{a}nchez and G Ruiz-Hurtado and L Fern\'{a}ndez-Friera and E Morales and JL Ayala and J Sol\'{i}s and others},

year  = {2025},

date = {2025-01-01},

journal = {The Journal of Maternal-Fetal \& Neonatal Medicine},

volume = {38},

number = {1},

pages = {2459302},

publisher = {Taylor \& Francis},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{moral2025effects,

title = {Effects of single-session repetitive transcranial magnetic stimulation to identify the optimal brain target in primary progressive aphasia},

author = {Carlos Moral-Rubio and Paz Su\'{a}rez-Coalla and Lucia Fernandez-Romero and Carlos P\'{e}rez-Izquierdo and Alfonso Delgado-Alvarez and Cristina Delgado-Alonso and Maria Jose Gil-Moreno and Jorge Matias-Guiu and Vanesa Pytel and Jos\'{e} L Ayala and others},

year  = {2025},

date = {2025-01-01},

journal = {Journal of Alzheimer’s Disease},

pages = {13872877251315182},

publisher = {SAGE Publications Sage UK: London, England},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{castello2025experience,

title = {Experience-guided, mixed-precision matrix multiplication with apache TVM for ARM processors},

author = {Adri\'{a}n Castell\'{o} and H\'{e}ctor Mart\'{i}nez and Sandra Catal\'{a}n and Francisco D Igual and Enrique S Quintana-Ort\'{i}},

year  = {2025},

date = {2025-01-01},

journal = {The Journal of Supercomputing},

volume = {81},

number = {1},

pages = {214},

publisher = {Springer US New York},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{villarrubia2025balanced,

title = {Balanced segmentation of CNNs for multi-TPU inference},

author = {Jorge Villarrubia and Luis Costero and Francisco D Igual and Katzalin Olcoz},

year  = {2025},

date = {2025-01-01},

journal = {The Journal of Supercomputing},

volume = {81},

number = {1},

pages = {60},

publisher = {Springer US New York},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mora20246060,

title = {6060-374. ESTIMACI\'{O}N POR RESONANCIA MAGN\'{E}TICA DE LA FRACCI\'{O}N DE CONTRACCI\'{O}N MIOCARDIOC\'{I}TICA COMO MEDIDA DEL RENDIMIENTO SIST\'{O}LICO DEL VENTR\'{I}CULO IZQUIERDO},

author = {Lidia Mar\'{i}a Carrillo Mora and Diana Milena Cruz Sepulveda and Jos\'{e} Javier Tercero Fajardo and Mar\'{i}a Jos\'{e} Oliva Sandoval and Josefa Gonz\'{a}lez Carrillo and Francisco Sarabia Tirado and Daniel Rodr\'{i}guez S\'{a}nchez and Carmen Bot\'{i}a Gonz\'{a}lez and Daniel Saura Esp\'{i}n},

year  = {2024},

date = {2024-01-01},

journal = {Revista Espa\~{n}ola de Cardiolog\'{i}a},

volume = {77},

pages = {1066\textendash1067},

publisher = {Elsevier Doyma},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dauden2024may,

title = {May FDG-PET imaging be predicted by comprehensive neuropsychological assesment in Alzheimer's disease and Frontotemporal dementia? A machine learning study},

author = {P Dauden Onate and F Garcia-Gutierrez and J Diaz-Alvarez and P Bueso-Inchausti and M Cabrera-Martin and C Delgado-Alonso and A Delgado-Alvarez and M Diez-Cirarda and A Valls-Carbo and L Fernandez-Romero and others},

year  = {2024},

date = {2024-01-01},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}