Publicaciones en las que colabora con ANTONIO ÓSCAR GARNICA ALCÁZAR (62)

2023

  1. An LSTM-based Neural Network Wearable System for Blood Glucose Prediction in People with Diabetes

    IEEE Journal of Biomedical and Health Informatics

  2. Artificial Intelligence-Based Predictive, Preventive, and Personalised Medicine Applied to Bacteraemia Diagnosis

    Advances in Predictive, Preventive and Personalised Medicine (Springer Science and Business Media B.V.), pp. 9-41

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

    Frontiers in Endocrinology, Vol. 14

  4. Hardware design of a model generator based on grammars and cartesian genetic programming for blood glucose prediction

    GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

  5. Tree-Based Grammatical Evolution with Non-Encoding Nodes

    GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

2022

  1. Approaching Epistemic and Aleatoric uncertainty with Evolutionary Optimization: Examples and Challenges

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

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

    Genetic Programming and Evolvable Machines, Vol. 23, Núm. 2, pp. 161-192

  3. Combining the Properties of Random Forest with Grammatical Evolution to Construct Ensemble Models

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

  4. 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

  5. Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification

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

  6. Predicting the Risk of Overweight and Obesity in Madrid—A Binary Classification Approach with Evolutionary Feature Selection

    Applied Sciences (Switzerland), Vol. 12, Núm. 16