Publications by the researcher in collaboration with Antonio Óscar Garnica Alcazar (12)

2024

  1. HUPA-UCM diabetes dataset

    Data in Brief

2023

  1. Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes

    Frontiers in Endocrinology, Vol. 14

2022

  1. Evaluating the Influence of Mood and Stress on Glycemic Variability in People with T1DM Using Glucose Monitoring Sensors and Pools

    Diabetology, Vol. 3, Núm. 2, pp. 268-275

2021

  1. Identification of blood glucose patterns in patients with type 1 diabetes using continuous glucose monitoring and clustering techniques

    Endocrinologia, Diabetes y Nutricion, Vol. 68, Núm. 3, pp. 170-174

2020

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

    Applied Soft Computing Journal, Vol. 88

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

    Biomedical Signal Processing and Control, Vol. 61

2018

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

    Memetic Computing, Vol. 10, Núm. 3, pp. 267-277

2017

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

    2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

  2. Enhancing grammatical evolution through data augmentation: Application to blood glucose forecasting

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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

    GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion

2015

  1. Data-based identification of prediction models for glucose

    GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference

2014

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

    GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference