Oscar Garnica
Oscar Garnica
Associate Profesor of Computer Engineering, Universidad Complutense de Madrid
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Data based prediction of blood glucose concentrations using evolutionary methods
JI Hidalgo, JM Colmenar, G Kronberger, SM Winkler, O Garnica, ...
Journal of medical systems 41, 1-20, 2017
Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting
JM Velasco, O Garnica, J Lanchares, M Botella, JI Hidalgo
Memetic Computing 10, 267-277, 2018
Glucose forecasting combining markov chain based enrichment of data, random grammatical evolution and bagging
JI Hidalgo, M Botella, JM Velasco, O Garnica, C Cervigón, R Martínez, ...
Applied Soft Computing 88, 105923, 2020
Ensemble models of cutting-edge deep neural networks for blood glucose prediction in patients with diabetes
F Tena, O Garnica, J Lanchares, JI Hidalgo
Sensors 21 (21), 7090, 2021
Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data
JM Velasco, O Garnica, S Contador, J Lanchares, E Maqueda, M Botella, ...
2017 IEEE Congress on Evolutionary Computation (CEC), 2193-2200, 2017
Dynamic capacity-speed tradeoffs in smt processor caches
S López, S Dropsho, DH Albonesi, O Garnica, J Lanchares
International Conference on High-Performance Embedded Architectures and …, 2007
A parallel evolutionary algorithm to optimize dynamic memory managers in embedded systems
JL Risco-Martin, D Atienza, JM Colmenar, O Garnica
Parallel Computing 36 (10-11), 572-590, 2010
Improving SMT performance: an application of genetic algorithms to configure resizable caches
J Díaz, JI Hidalgo, F Fernández, O Garnica, S López
Proceedings of the 11th Annual Conference Companion on Genetic and …, 2009
Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020.
D Joedicke, G Kronberger, JM Colmenar, SM Winkler, JM Velasco, ...
KDH@ ECAI 20, 141-145, 2020
Real-time evolvable pulse shaper for radiation measurements
J Lanchares, O Garnica, JL Risco-Martín, JI Hidalgo, A Regadío
Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2013
Hybrid parallelization of a compact genetic algorithm
JI Hidalgo, M Prieto, J Lanchares, R Baraglia, F Tirado, O Garnica
Eleventh Euromicro Conference on Parallel, Distributed and Network-Based …, 2003
Structured grammatical evolution for glucose prediction in diabetic patients
N Lourenço, JM Colmenar, JI Hidalgo, O Garnica
Proceedings of the Genetic and Evolutionary Computation Conference, 1250-1257, 2019
Enhancing grammatical evolution through data augmentation: application to blood glucose forecasting
JM Velasco, O Garnica, S Contador, JM Colmenar, E Maqueda, M Botella, ...
Applications of Evolutionary Computation: 20th European Conference …, 2017
Diagnosing hospital bacteraemia in the framework of predictive, preventive and personalised medicine using electronic health records and machine learning classifiers
O Garnica, D Gómez, V Ramos, JI Hidalgo, JM Ruiz-Giardín
EPMA Journal 12 (3), 365-381, 2021
Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios
S Contador, JM Colmenar, O Garnica, JM Velasco, JI Hidalgo
Genetic Programming and Evolvable Machines, 1-32, 2022
Multi-FPGA systems synthesis by means of evolutionary computation
JI Hidalgo, F Fernández, J Lanchares, JM Sanchez, R Hermida, ...
Genetic and Evolutionary Computation—GECCO 2003: Genetic and Evolutionary …, 2003
Finite state machine optimization using genetic algorithms
O Garnica, J Lanchares, JM Sanchez
IET Digital Library, 1997
Identification of models for glucose blood values in diabetics by grammatical evolution
JI Hidalgo, JM Colmenar, JM Velasco, G Kronberger, SM Winkler, ...
Handbook of Grammatical Evolution, 367-393, 2018
Glucose forecasting using genetic programming and latent glucose variability features
S Contador, JM Velasco, O Garnica, JI Hidalgo
Applied Soft Computing 110, 107609, 2021
Optimizing L1 cache for embedded systems through grammatical evolution
J Díaz Álvarez, JM Colmenar, JL Risco-Martín, J Lanchares, O Garnica
Soft Computing 20, 2451-2465, 2016
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