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Esther Maqueda
Publication Activity (10 Years)
Years Active: 2014-2023
Publications (10 Years): 7
Top Topics
Blood Glucose
Diabetic Patients
Training Data
Grammatical Evolution
Top Venues
GECCO (Companion)
Appl. Soft Comput.
CoRR
J. Syst. Inf. Technol.
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Publications
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José Ignacio Hidalgo
,
J. Manuel Colmenar
,
José L. Risco-Martín
,
Alfredo Cuesta-Infante
,
Esther Maqueda
,
Marta Botella
,
José Antonio Rubio
Modeling glycemia in humans by means of Grammatical Evolution.
CoRR
(2023)
José Ignacio Hidalgo
,
Marta Botella
,
J. Manuel Velasco
,
Oscar Garnica
,
Carlos Cervigón
,
Remedios Martínez
,
Aranzazu Aramendi
,
Esther Maqueda
,
Juan Lanchares
Glucose forecasting combining Markov chain based enrichment of data, random grammatical evolution and Bagging.
Appl. Soft Comput.
88 (2020)
Luis Acedo
,
Marta Botella
,
Juan Carlos Cortés
,
José Ignacio Hidalgo
,
Esther Maqueda
,
Rafael Jacinto Villanueva Micó
Swarm hybrid optimization for a piecewise model fitting applied to a glucose model.
J. Syst. Inf. Technol.
20 (4) (2018)
José Manuel Velasco
,
Oscar Garnica
,
Sergio Contador
,
José Manuel Colmenar
,
Esther Maqueda
,
Marta Botella
,
Juan Lanchares
,
José Ignacio Hidalgo
Enhancing Grammatical Evolution Through Data Augmentation: Application to Blood Glucose Forecasting.
EvoApplications (1)
(2017)
José Manuel Velasco
,
Oscar Garnica
,
Sergio Contador
,
Juan Lanchares
,
Esther Maqueda
,
Marta Botella
,
José Ignacio Hidalgo
Data augmentation and evolutionary algorithms to improve the prediction of blood glucose levels in scarcity of training data.
CEC
(2017)
J. Manuel Colmenar
,
Stephan M. Winkler
,
Gabriel Kronberger
,
Esther Maqueda
,
Marta Botella
,
José Ignacio Hidalgo
Predicting Glycemia in Diabetic Patients By Evolutionary Computation and Continuous Glucose Monitoring.
GECCO (Companion)
(2016)
J. Manuel Velasco
,
Stephan M. Winkler
,
José Ignacio Hidalgo
,
Oscar Garnica
,
Juan Lanchares
,
J. Manuel Colmenar
,
Esther Maqueda
,
Marta Botella
,
José Antonio Rubio
Data-Based Identification of Prediction Models for Glucose.
GECCO (Companion)
(2015)
José Ignacio Hidalgo
,
J. Manuel Colmenar
,
José Luis Risco-Martín
,
Alfredo Cuesta-Infante
,
Esther Maqueda
,
Marta Botella
,
José Antonio Rubio
Modeling glycemia in humans by means of Grammatical Evolution.
Appl. Soft Comput.
20 (2014)
José Ignacio Hidalgo
,
J. Manuel Colmenar
,
José Luis Risco-Martín
,
Esther Maqueda
,
Marta Botella
,
José Antonio Rubio
,
Alfredo Cuesta-Infante
,
Oscar Garnica
,
Juan Lanchares
Clarke and parkes error grid analysis of diabetic glucose models obtained with evolutionary computation.
GECCO (Companion)
(2014)
José Ignacio Hidalgo
,
Esther Maqueda
,
José L. Risco-Martín
,
Alfredo Cuesta-Infante
,
J. Manuel Colmenar
,
Javier Nobel
glUCModel: A monitoring and modeling system for chronic diseases applied to diabetes.
J. Biomed. Informatics
48 (2014)