Get started
Author

Óscar Garnica

Observed names: A.O. Garnica, Garnica Oscar, Garnica, O, Garnica, Oscar, O Garnica, O. Garnica, Oscar Garnica, Oscar Garnica Alcázar, Óscar Garnica Alcázar
ORCID: 0000-0001-5064-2587
Observed ORCID: 0000-0001-5064-2587
OpenAlex ID: A5022352568
Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods
2017 · J. Ignacio Hidalgo, J. Manuel Colmenar, et al. · Journal of Medical Systems · 97
Ensemble Models of Cutting-Edge Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes
2021 · Félix Tena, Oscar Garnica, et al. · Sensors · 43
PDF
Combination of Machine Learning Techniques to Predict Overweight/Obesity in Adults
2024 · Alberto Gutiérrez-Gallego, José Javier Zamorano-León, et al. · Journal of Personalized Medicine · 32
PDF
Diagnosing hospital bacteraemia in the framework of predictive, preventive and personalised medicine using electronic health records and machine learning classifiers
2021 · Oscar Garnica, Diego Gómez, et al. · The EPMA Journal · 31
PDF
HUPA-UCM diabetes dataset
2024 · J. Ignacio Hidalgo, Jorge Alvarado, et al. · Data in Brief · 28
Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging
2019 · J. Ignacio Hidalgo, Marta Botella, et al. · Applied Soft Computing · 25
Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes
2023 · Marta Botella-Serrano, J. Manuel Velasco, et al. · Frontiers in Endocrinology · 23
PDF
Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data
2017 · Jose Manuel Velasco, Oscar Garnica, et al. · IEEE Congress on Evolutionary Computation (CEC) · 19
Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting
2018 · Jose Manuel Velasco, Oscar Garnica, et al. · Memetic Computing · 17
Real-time evolvable pulse shaper for radiation measurements
2013 · Juan Lanchares, Oscar Garnica, et al. · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 17
Hybrid parallelization of a compact genetic algorithm
2003 · J.I. Hidalgo, M. Prieto, et al. · Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) · 17
An LSTM-Based Neural Network Wearable System for Blood Glucose Prediction in People With Diabetes
2023 · Felix Tena, Oscar Garnica, et al. · IEEE Journal of Biomedical and Health Informatics · 16
Structured grammatical evolution for glucose prediction in diabetic patients
2019 · Nuno Lourenço, J. Manuel Colmenar, et al. · Genetic and Evolutionary Computation Conference (GECCO) · 16
PDF
A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems
2010 · José L. Risco-Martín, David Atienza, et al. · Parallel Computing · 15
PDF
Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios
2021 · Sergio Contador, J. Manuel Colmenar, et al. · Genetic Programming and Evolvable Machines · 14
PDF
Sustainable Artificial Intelligence Systems: An Energy Efficiency Approach
2023 · Ignacio Hidalgo, Francisco Fenández-de_Vega, et al. · 13
PDF
Dynamic Capacity-Speed Tradeoffs in SMT Processor Caches
2007 · Sonia López, Steve Dropsho, et al. · Lecture notes in computer science · 13
Comparing three online evolvable hardware implementations of a classification system
2017 · Oscar Garnica, Kyrre Glette, et al. · Genetic Programming and Evolvable Machines · 12
Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting
2017 · Jose Manuel Velasco, Oscar Garnica, et al. · Lecture notes in computer science · 12
Improving SMT performance
2009 · Josefa Díaz, J. Ignacio Hidalgo, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 12
Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation
2014 · J. Ignacio Hidalgo, J. Manuel Colmenar, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 11
Real time evolvable hardware for optimal reconfiguration of cusp-like pulse shapers
2014 · Juan Lanchares, Oscar Garnica, et al. · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 10
PDF
Finite state machine optimization using genetic algorithms
1997 · O. Garnica · International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications (GALESIA) · 10
Glucose forecasting using genetic programming and latent glucose variability features
2021 · Sergio Contador, J. Manuel Velasco, et al. · Applied Soft Computing · 9
Analysis of the performance of genetic programming on the blood glucose level prediction challenge 2020
2020 · D. Joedicke, Óscar Garnica, et al. · 9
Works count: 105
Citation count: 696
H-index: 14
I10-index: 23
Year
Topic
Type