| 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 (9), 142, 2017 | 108 | 2017 |
| 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 | 41 | 2021 |
| 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 | 31 | 2021 |
| 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 | 29 | 2020 |
| Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting JM Velasco, O Garnica, J Lanchares, M Botella, JI Hidalgo Memetic Computing 10 (3), 267-277, 2018 | 27 | 2018 |
| 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 | 25 | 2017 |
| 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 | 22 | 2020 |
| 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 | 20 | 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 | 20 | 2009 |
| 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 | 20 | 2007 |
| Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes M Botella-Serrano, JM Velasco, A Sánchez-Sánchez, O Garnica, ... Frontiers in endocrinology 14, 998881, 2023 | 19 | 2023 |
| 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 23 (2), 161-192, 2022 | 19 | 2022 |
| 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 | 18 | 2019 |
| 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 | 18 | 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 | 18 | 2003 |
| Combination of machine learning techniques to predict overweight/obesity in adults A Gutiérrez-Gallego, JJ Zamorano-León, D Parra-Rodríguez, ... Journal of Personalized Medicine 14 (8), 816, 2024 | 17 | 2024 |
| An lstm-based neural network wearable system for blood glucose prediction in people with diabetes F Tena, O Garnica, JL Davila, JI Hidalgo IEEE Journal of Biomedical and Health Informatics, 2023 | 17 | 2023 |
| Enhancing grammatical evolution through data augmentation: application to blood glucose forecasting JM Velasco, O Garnica, S Contador, JM Colmenar, E Maqueda, M Botella, ... European Conference on the Applications of Evolutionary Computation, 142-157, 2017 | 17 | 2017 |
| HUPA-UCM diabetes dataset JI Hidalgo, J Alvarado, M Botella, A Aramendi, JM Velasco, O Garnica Data in Brief 55, 110559, 2024 | 15 | 2024 |
| Sustainable artificial intelligence systems: an energy efficiency approach I Hidalgo, F Fenández-de_Vega, J Ceberio, O Garnica, JM Velasco, ... Authorea Preprints, 2023 | 15 | 2023 |
