Sergio Contador

According to our database, Sergio Contador authored at least 9 papers between 2017 and 2022.

Collaborative distances:

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

2022

Blood glucose prediction using multi-objective grammatical evolution: analysis of the "agnostic" and "what-if" scenarios.

Sergio Contador, J. Manuel Colmenar, Oscar Garnica, J. Manuel Velasco, José Ignacio Hidalgo

Genet. Program. Evolvable Mach., 2022

2021

Glucose forecasting using genetic programming and latent glucose variability features.

Sergio Contador, J. Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo

Appl. Soft Comput., 2021

2020

Profiled glucose forecasting using genetic programming and clustering.

Sergio Contador, J. Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution.

Sergio Contador, J. Manuel Colmenar, Oscar Garnica, José Ignacio Hidalgo

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020.

David Joedicke, Gabriel Kronberger, José Manuel Colmenar, Stephan M. Winkler, José Manuel Velasco, Sergio Contador, José Ignacio Hidalgo

Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, 2020

2019

Can clustering improve glucose forecasting with genetic programming models?

Sergio Contador, José Ignacio Hidalgo, Oscar Garnica, J. Manuel Velasco, Juan Lanchares

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

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