Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data. - José Manuel Velasco; Oscar Garnica; Sergio Contador; Juan Lanchares; Esther Maqueda; Marta Botella; José Ignacio Hidalgo (CEC, 2017)

Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting. - José Manuel Velasco; Oscar Garnica; Sergio Contador; José Manuel Colmenar; Esther Maqueda; Marta Botella; Juan Lanchares; José Ignacio Hidalgo (EvoApplications (1), 2017)

Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation. - José Manuel Velasco; Oscar Garnica; Sergio Contador; Marta Botella; Juan Lanchares; José Ignacio Hidalgo (GECCO (Companion), 2017)

Can clustering improve glucose forecasting with genetic programming models? - Sergio Contador; José Ignacio Hidalgo; Oscar Garnica; J. Manuel Velasco; Juan Lanchares (GECCO (Companion), 2019)

Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020. - David Joedicke; Gabriel Kronberger; José Manuel Colmenar; Stephan M. Winkler; José Manuel Velasco; Sergio Contador; José Ignacio Hidalgo (KDH@ECAI, 2020)

Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution. - Sergio Contador; J. Manuel Colmenar; Oscar Garnica; José Ignacio Hidalgo (EvoApplications, 2020)

Profiled glucose forecasting using genetic programming and clustering. - Sergio Contador; J. Manuel Velasco; Oscar Garnica; José Ignacio Hidalgo (SAC, 2020)

Glucose forecasting using genetic programming and latent glucose variability features. - Sergio Contador; J. Manuel Velasco; Oscar Garnica; José Ignacio Hidalgo (Appl. Soft Comput., 2021)

Blood glucose prediction using multi-objective grammatical evolution: analysis of the "agnostic" and "what-if" scenarios. - Sergio Contador; J. Manuel Colmenar; Oscar Garnica; J. Manuel Velasco; José Ignacio Hidalgo (Genet. Program. Evolvable Mach., 2022)