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Jose Manuel Velasco
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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
292020
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
272018
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
252017
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
222020
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
192023
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
192022
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
172024
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
172017
Sustainable artificial intelligence systems: an energy efficiency approach
I Hidalgo, F Fenández-de_Vega, J Ceberio, O Garnica, JM Velasco, ...
Authorea Preprints, 2023
152023
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
142021
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
142018
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
122023
Glucose forecasting using genetic programming and latent glucose variability features
S Contador, JM Velasco, O Garnica, JI Hidalgo
Applied Soft Computing 110, 107609, 2021
112021
Learning difference equations with structured grammatical evolution for postprandial glycaemia prediction
D Parra, D Joedicke, JM Velasco, G Kronberger, JI Hidalgo
IEEE Journal of Biomedical and Health Informatics 28 (5), 3067-3078, 2024
102024
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
102019
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
102017
Adaptive tuning of reserved space in an appel collector
JM Velasco, K Olcoz, F Tirado
European Conference on Object-Oriented Programming, 542-558, 2004
102004
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
92020
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
92017
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
82018
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Articles 1–20