Francisco Fernández de Vega

Hospital Clínic de Barcelona — Spain

Computer Science · Physical Sciences

13h-index568citations100works0.92yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Evolutionary Algorithms and Applications(49), Metaheuristic Optimization Algorithms Research(25), Distributed and Parallel Computing Systems(10), Reinforcement Learning in Robotics(9), Music and Audio Processing(9)

Publications99 total

High-Flow Nasal Oxygenation During Sedation for Transcatheter Aortic Valve Replacement: The HIGH-OXY-TAVR Randomised–Controlled Trial
Journal of Clinical Medicine·2025Open Access
Paving the Way Towards Evolutionary Machine Teaching: An Application to 4-Part Harmony
Lecture notes in computer science·2025
Advancing 4‐Part Evolutionary Harmony Through Analysis of Human–Machine Approaches to Teaching–Learning
Complexity·2025Open Access
Combining Local Search and Directed Mutation in Evolutionary Approaches to 4-Part Harmony
Lecture notes in computer science·2025· 1 cited
Towards a Meaningful Communication and Model Aggregation in Federated Learning via Genetic Programming
2025· 2 citedOpen Access
FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with Non-IID Data
Lecture notes in computer science·2025· 2 cited
TCT-907 High-Flow Nasal Oxygenation in Sedation for Transcatheter Aortic Valve Replacement Procedures: Results of the Randomized Controlled HIGH-OXY-TAVR Study
Journal of the American College of Cardiology·2024
On the Impact of Directed Mutation Applied to Evolutionary 4-Part Harmony Models
Lecture notes in computer science·2024· 2 cited
Implementation of Parallel Evolutionary Convolutional Neural Network for Classification in Human Activity and Image Recognition
Lecture notes in computer science·2023
Evolutionary Algorithms: A new hope for the future of music teaching
2023· 4 cited
Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning
arXiv (Cornell University)·2023Open Access
ENSEÑANZAS PROFESIONALES Y SUPERIORES DE MÚSICA ASISTIDA POR LA INTELIGENCIA ARTIFICIAL
Dykinson eBooks·2023
Combining Wavelet Transform with Convolutional Neural Networks for Hypoglycaemia Events Prediction from Cgm Data
SSRN Electronic Journal·2023Open Access
Optical Music recognition and Deep Learning: An application to 4-part harmony
2022 IEEE Congress on Evolutionary Computation (CEC)·2022· 4 cited
Approaching epistemic and aleatoric uncertainty with evolutionary optimization
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2022· 2 cited
Evolutionary approach to model calibration with uncertainty
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2022· 6 cited
Population size influence on the energy consumption of genetic programming
Measurement and Control·2022· 13 citedOpen Access
Blood Glucose Prediction Using a Two Phase TSK Fuzzy Rule Based System
2021· 3 cited
Evolving a multi-classifier system with cartesian genetic programming for multi-pitch estimation of polyphonic piano music
2021· 1 cited
Looking for Emotions in Evolutionary Art
Studies in computational intelligence·2021· 2 cited
page 1 of 5Next →

Frequent Co-authors

Francisco Chávez(12), Daniel Lombraña González(9), Gustavo Olague(8), Leonardo Trujillo(7), J. Ignacio Hidalgo(5), Carlos Cotta(4), Gustavo Reis(4), Jorge Alvarado(4), J. J. Merelo(3), Évelyne Lutton(3), Josefa Díaz‐Álvarez(3), Pedro Á. Castillo(3), Juan Villegas-Cortéz(3), Eva Alfaro-Cid(2), Anna I. Esparcia-Alcázar(2), K.C. Sharman(2), Miguel Frade(2), Juan Lanchares(2), Daniel Lombraña(2), Erick Cantú‐Paz(2)