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Oscar Garnica
Oscar Garnica
Associate Profesor of Computer Engineering, Universidad Complutense de Madrid
Verified email at ucm.es
Title
Cited by
Cited by
Year
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
972017
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
252018
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
242020
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
222021
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
202017
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
202007
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
192010
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
192009
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
172020
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
172013
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
172003
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
162019
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
152017
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
142021
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
112022
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
112003
Finite state machine optimization using genetic algorithms
O Garnica, J Lanchares, JM Sanchez
IET Digital Library, 1997
111997
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
102018
Glucose forecasting using genetic programming and latent glucose variability features
S Contador, JM Velasco, O Garnica, JI Hidalgo
Applied Soft Computing 110, 107609, 2021
92021
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
92016
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