Marta Botella

According to our database, Marta Botella authored at least 13 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Evolving Classification Rules for Predicting Hypoglycemia Events.

Marina de la Cruz López, Carlos Cervigón, Jorge Alvarado, Marta Botella, José Ignacio Hidalgo

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2020

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

Oscar Garnica, Juan Lanchares, J. Manuel Velasco, José Ignacio Hidalgo, Marta Botella

Biomed. Signal Process. Control., 2020

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

José Ignacio Hidalgo, Marta Botella, J. Manuel Velasco, Oscar Garnica, Carlos Cervigón, Remedios Martínez, Aranzazu Aramendi, Esther Maqueda, Juan Lanchares

Appl. Soft Comput., 2020

2018

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

José Manuel Velasco, Oscar Garnica, Juan Lanchares, Marta Botella, José Ignacio Hidalgo

Memetic Comput., 2018

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

Luis Acedo, Marta Botella, Juan Carlos Cortés, José Ignacio Hidalgo, Esther Maqueda, Rafael Jacinto Villanueva Micó

J. Syst. Inf. Technol., 2018

2017

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

Carlos Cervigón, José Ignacio Hidalgo, Marta Botella, Rafael J. Villanueva

Prog. Artif. Intell., 2017

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

José Manuel Velasco, Oscar Garnica, Sergio Contador, Marta Botella, Juan Lanchares, José Ignacio Hidalgo

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

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

José Manuel Velasco, Oscar Garnica, Sergio Contador, José Manuel Colmenar, Esther Maqueda, Marta Botella, Juan Lanchares, José Ignacio Hidalgo

Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

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

José Manuel Velasco, Oscar Garnica, Sergio Contador, Juan Lanchares, Esther Maqueda, Marta Botella, José Ignacio Hidalgo

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

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

J. Manuel Colmenar, Stephan M. Winkler, Gabriel Kronberger, Esther Maqueda, Marta Botella, José Ignacio Hidalgo

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Data-Based Identification of Prediction Models for Glucose.

J. Manuel Velasco, Stephan M. Winkler, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, J. Manuel Colmenar, Esther Maqueda, Marta Botella, José Antonio Rubio

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Modeling glycemia in humans by means of Grammatical Evolution.

José Ignacio Hidalgo, J. Manuel Colmenar, José Luis Risco-Martín, Alfredo Cuesta-Infante, Esther Maqueda, Marta Botella, José Antonio Rubio

Appl. Soft Comput., 2014

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

José Ignacio Hidalgo, J. Manuel Colmenar, José Luis Risco-Martín, Esther Maqueda, Marta Botella, José Antonio Rubio, Alfredo Cuesta-Infante, Oscar Garnica, Juan Lanchares

Proceedings of the Genetic and Evolutionary Computation Conference, 2014