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Marta Botella
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2020 – today
- 2023
- [i1]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 abs/2305.04827 (2023) - 2022
- [c7]Marina de la Cruz López, Carlos Cervigón, Jorge Alvarado, Marta Botella, José Ignacio Hidalgo:
Evolving Classification Rules for Predicting Hypoglycemia Events. CEC 2022: 1-8 - 2020
- [j6]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: 105923 (2020) - [j5]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: 101934 (2020)
2010 – 2019
- 2018
- [j4]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): 404-416 (2018) - [j3]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): 267-277 (2018) - 2017
- [j2]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): 255-261 (2017) - [c6]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: 2193-2200 - [c5]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: 142-157 - [c4]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: 1387-1394 - 2016
- [c3]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: 1393-1400 - 2015
- [c2]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: 1327-1334 - 2014
- [j1]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: 40-53 (2014) - [c1]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: 1305-1312
Coauthor Index

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