Marta Botella

14 papers B 2Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Modeling glycemia in humans by means of Grammatical Evolution.
CoRR
José Ignacio Hidalgo, J. Manuel Colmenar, José L. Risco-Martín, Alfredo Cuesta-Infante, Esther Maqueda, Marta Botella, José Antonio Rubio
2022 B conf
Evolving Classification Rules for Predicting Hypoglycemia Events.
CEC
Marina de la Cruz López, Carlos Cervigón, Jorge Alvarado, Marta Botella, José Ignacio Hidalgo
2020 J jnl
Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging.
Appl. Soft Comput.
José Ignacio Hidalgo, Marta Botella, J. Manuel Velasco, Oscar Garnica, Carlos Cervigón, Remedios Martínez, Aranzazu Aramendi, Esther Maqueda, Juan Lanchares
2020 J jnl
Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients.
Biomed. Signal Process. Control.
Oscar Garnica, Juan Lanchares, J. Manuel Velasco, José Ignacio Hidalgo, Marta Botella
2018 J jnl
Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting.
Memetic Comput.
José Manuel Velasco, Oscar Garnica, Juan Lanchares, Marta Botella, José Ignacio Hidalgo
2018 J jnl
Swarm hybrid optimization for a piecewise model fitting applied to a glucose model.
J. Syst. Inf. Technol.
Luis Acedo, Marta Botella, Juan Carlos Cortés, José Ignacio Hidalgo, Esther Maqueda, Rafael Jacinto Villanueva Micó
2017 J jnl
A genetic algorithm approach to customizing a glucose model based on usual therapeutic parameters.
Prog. Artif. Intell.
Carlos Cervigón, José Ignacio Hidalgo, Marta Botella, Rafael J. Villanueva
2017 B conf
Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data.
CEC
José Manuel Velasco, Oscar Garnica, Sergio Contador, Juan Lanchares, Esther Maqueda, Marta Botella, José Ignacio Hidalgo
2017 — conf
Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting.
EvoApplications (1)
José Manuel Velasco, Oscar Garnica, Sergio Contador, José Manuel Colmenar, Esther Maqueda, Marta Botella, Juan Lanchares, José Ignacio Hidalgo
2017 — conf
Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation.
GECCO (Companion)
José Manuel Velasco, Oscar Garnica, Sergio Contador, Marta Botella, Juan Lanchares, José Ignacio Hidalgo
2016 — conf
Predicting Glycemia in Diabetic Patients By Evolutionary Computation and Continuous Glucose Monitoring.
GECCO (Companion)
J. Manuel Colmenar, Stephan M. Winkler, Gabriel Kronberger, Esther Maqueda, Marta Botella, José Ignacio Hidalgo
2015 — conf
Data-Based Identification of Prediction Models for Glucose.
GECCO (Companion)
J. Manuel Velasco, Stephan M. Winkler, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, J. Manuel Colmenar, Esther Maqueda, Marta Botella, José Antonio Rubio
2014 — conf
Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation.
GECCO (Companion)
José Ignacio Hidalgo, J. Manuel Colmenar, José Luis Risco-Martín, Esther Maqueda, Marta Botella, José Antonio Rubio, Alfredo Cuesta-Infante, Oscar Garnica, Juan Lanchares
2014 J jnl
Modeling glycemia in humans by means of Grammatical Evolution.
Appl. Soft Comput.
José Ignacio Hidalgo, J. Manuel Colmenar, José Luis Risco-Martín, Alfredo Cuesta-Infante, Esther Maqueda, Marta Botella, José Antonio Rubio