Publications (197) JOSÉ IGNACIO HIDALGO PÉREZ publications

2024

  1. Building uncertainty-aware mathematical models based on evidence from datasets using grammatical evolution optimization techniques: the case of the obesity dynamics

    Computational and Applied Mathematics, Vol. 43, Núm. 8

  2. Combination of Machine Learning Techniques to Predict Overweight/Obesity in Adults

    Journal of Personalized Medicine, Vol. 14, Núm. 8

  3. Explainable hypoglycemia prediction models through dynamic structured grammatical evolution

    Scientific Reports, Vol. 14, Núm. 1

  4. HUPA-UCM diabetes dataset

    Data in Brief

  5. Learning Difference Equations With Structured Grammatical Evolution for Postprandial Glycaemia Prediction

    IEEE Journal of Biomedical and Health Informatics, Vol. 28, Núm. 5, pp. 3067-3078

2023

  1. A particle swarm optimization algorithm with novelty search for combustion systems with ultra-low emissions and minimum fuel consumption

    Applied Soft Computing, Vol. 143

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

    IEEE Journal of Biomedical and Health Informatics

  3. 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

  4. Automatic Burst Detection in Solar Radio Spectrograms Using Deep Learning: deARCE Method

    Solar Physics, Vol. 298, Núm. 6

  5. Collaborative Multiobjective Evolutionary Algorithms in the Search of Better Pareto Fronts: An Application to Trading Systems

    Applied Sciences (Switzerland), Vol. 13, Núm. 22

  6. Combining wavelet transform with convolutional neural networks for hypoglycemia events prediction from CGM data

    Chemometrics and Intelligent Laboratory Systems, Vol. 243

  7. Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes

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

  8. Estimation of Interstitial Glucose from physical activity measures using Grammatical Evolution

    PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION

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

    Frontiers in Endocrinology, Vol. 14

  10. 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

  11. Modelling the Transmission Dynamics of Obesity: A Multi-Objective Approach Using Dynamic Structured Grammatical Evolution

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

  12. Prediction of microscopic residual stresses using genetic programming

    Applications in Engineering Science, Vol. 15

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

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

  14. Using genetic programming and the stress equilibrium method to obtain the un-stressed lattice parameter for calculating residual stresses

    Journal of Materials Research and Technology, Vol. 23, pp. 1543-1558

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