Marta Botella

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 11

Top Topics

Diabetes Mellitus

Symbolic Aggregate Approximation

Classification Rules

Top Venues

GECCO (Companion)

Appl. Soft Comput.

Biomed. Signal Process. Control.

Publications

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)
Marina De La Cruz, Carlos Cervigón, Jorge Alvarado, Marta Botella, José Ignacio Hidalgo
Evolving Classification Rules for Predicting Hypoglycemia Events. CEC (2022)
Oscar Garnica, Juan Lanchares, J. Manuel Velasco, José Ignacio Hidalgo, Marta Botella
Noise spectral analysis and error estimation of continuous glucose monitors under real-life conditions of diabetes patients. Biomed. Signal Process. Control. 61 (2020)
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)
José Manuel Velasco, Oscar Garnica, Juan Lanchares, Marta Botella, José Ignacio Hidalgo
Combining data augmentation, EDAs and grammatical evolution for blood glucose forecasting. Memetic Comput. 10 (3) (2018)
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, Marta Botella, Juan Lanchares, José Ignacio Hidalgo
Forecasting glucose levels in patients with diabetes mellitus using semantic grammatical evolution and symbolic aggregate approximation. GECCO (Companion) (2017)
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)
Carlos Cervigón, José Ignacio Hidalgo, Marta Botella, Rafael J. Villanueva
A genetic algorithm approach to customizing a glucose model based on usual therapeutic parameters. Prog. Artif. Intell. 6 (3) (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)