| 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 | 27 | 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, 267-277, 2018 | 26 | 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 | 21 | 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 | 20 | 2020 |
| 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 | 17 | 2022 |
| 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 | 17 | 2017 |
| Expert system to model and forecast time series of epidemiological counts with applications to COVID-19 B González-Pérez, C Núñez, JL Sánchez, G Valverde, JM Velasco Mathematics 9 (13), 1485, 2021 | 13 | 2021 |
| 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 | 13 | 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 | 11 | 2021 |
| Adaptive tuning of reserved space in an appel collector JM Velasco, K Olcoz, F Tirado European Conference on Object-Oriented Programming, 542-558, 2004 | 11 | 2004 |
| 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 | 9 | 2023 |
| Can clustering improve glucose forecasting with genetic programming models? S Contador, JI Hidalgo, O Garnica, JM Velasco, J Lanchares Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019 | 9 | 2019 |
| Profiled glucose forecasting using genetic programming and clustering S Contador, JM Velasco, O Garnica, JI Hidalgo Proceedings of the 35th Annual ACM Symposium on Applied Computing, 529-536, 2020 | 8 | 2020 |
| An analysis of solutions based on Genetic Programming to solve problems of symbolic regression of data from continuous glucose monitoring JI Hidalgo, JM Velasco, J Lanchares, S Contador, O Garnica AEPIA, Granada, Spain, 26, 2018 | 8 | 2018 |
| Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation JM Velasco, O Garnica, S Contador, M Botella, J Lanchares, JI Hidalgo Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017 | 8 | 2017 |
| A hybrid automated trading system based on multi-objective grammatical evolution I Contreras, JI Hidalgo, L Nunez-Letamendia Journal of Intelligent & Fuzzy Systems 32 (3), 2461-2475, 2017 | 8 | 2017 |
| Combining wavelet transform with convolutional neural networks for hypoglycemia events prediction from CGM data J Alvarado, JM Velasco, F Chavez, F Fernández-de-Vega, JI Hidalgo Chemometrics and Intelligent Laboratory Systems 243, 105017, 2023 | 6 | 2023 |
| Energy characterization of garbage collectors for dynamic applications on embedded systems JM Velasco, D Atienza, K Olcoz, F Catthoor, F Tirado, JM Mendias International Workshop on Power and Timing Modeling, Optimization and …, 2005 | 6 | 2005 |
| Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients O Garnica, J Lanchares, JM Velasco, JI Hidalgo, M Botella Biomedical Signal Processing and Control 61, 101934, 2020 | 5 | 2020 |
| Compilable phenotypes: speeding-up the evaluation of glucose models in grammatical evolution JM Colmenar, JI Hidalgo, J Lanchares, O Garnica, JL Risco, I Contreras, ... Applications of Evolutionary Computation: 19th European Conference …, 2016 | 5 | 2016 |
Jose Ignacio HIDALGOProfessor of Computer Science, Universidad Complutense de Madrid確認したメール アドレス: dacya.ucm.es