Esther Maqueda

Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging

Oscar Garnica, Juan Lanchares, J. Ignacio Hidalgo, 2020, Appl. Soft Comput..

Swarm hybrid optimization for a piecewise model fitting applied to a glucose model

José Ignacio Hidalgo, Juan Carlos Cortés, Marta Botella, 2018, J. Syst. Inf. Technol..

Data-Based Identification of Prediction Models for Glucose

José Ignacio Hidalgo, Stephan M. Winkler, Oscar Garnica, 2015, GECCO.

Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data

José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Predicting Glycemia in Diabetic Patients By Evolutionary Computation and Continuous Glucose Monitoring

José Ignacio Hidalgo, Stephan M. Winkler, Gabriel Kronberger, 2016, GECCO.

Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation

José Ignacio Hidalgo, José Luis Risco-Martín, Oscar Garnica, 2014, GECCO.

Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting

José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, 2017, EvoApplications.

Modeling glycemia in humans by means of Grammatical Evolution

José Ignacio Hidalgo, José Luis Risco-Martín, Marta Botella, 2014, Appl. Soft Comput..

glUCModel: A monitoring and modeling system for chronic diseases applied to diabetes

José Ignacio Hidalgo, José Luis Risco-Martín, Esther Maqueda, 2014, J. Biomed. Informatics.