M. Botella

发表

Evolving Classification Rules for Predicting Hypoglycemia Events

J. Hidalgo, J. Alvarado, C. Cervigón, 2022, 2022 IEEE Congress on Evolutionary Computation (CEC).

Patients’ and physicians’ preferences for type 2 diabetes mellitus treatments in Spain and Portugal: a discrete choice experiment

Marta Botella, Luis Lizán, Enric Esmatjes, 2015, Patient preference and adherence.

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..

A genetic algorithm approach to customizing a glucose model based on usual therapeutic parameters

José Ignacio Hidalgo, Marta Botella, Carlos Cervigón, 2017, Progress in Artificial Intelligence.

Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients

Oscar Garnica, Juan Lanchares, Marta Botella, 2020, Biomed. Signal Process. Control..

Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting

José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, 2018, Memetic Comput..

Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting

J. Lanchares, J. Hidalgo, J. M. Velasco, 2018, Memetic Computing.

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

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

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).

Identification of Blood Glucose Patterns through Continuous Glucose Monitoring Sensors and DecisionTrees

Francisco José Lozano Serrano, J. Lanchares, O. Garnica, 2020, medRxiv.

Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation

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

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

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

Data-Based Identification of Prediction Models for Glucose

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

Modeling glycemia in humans by means of Grammatical Evolution

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

Actas de la XVII Conferencia de la Asociación Española para la Inteligencia Artificial

Miguel A. Molina-Cabello, Stephan M. Winkler, David F. Barrero, 2016 .