Survival Is Not Enough: Improving Glycemic Control with Sexual Selection

N Lourenço, Ó Garnica, JI Hidalgo Proceedings of the Genetic and Evolutionary Computation Conference, 1146-1154, 2026

Fitness Landscape Analysis of Grammatical Evolution Models for Glucose Prediction

JM Velasco, D Parra, O Garnica, JI Hidalgo Proceedings of the Genetic and Evolutionary Computation Conference, 834-843, 2026

Combining Grammatical Evolution with LLM-based Local Search to Improve Interpretability

B Sakallioglu, FJJB Santos, D Parra, Y Qiu, M Nicolau, L Trujillo, ... International Conference on the Applications of Evolutionary Computation …, 2026

ESTIMATION OF GLYCATED HEMOGLOBIN FROM CONTINUOUS GLUCOSE MONITORING DATA BY SYMBOLIC REGRESSION

E Maqueda, JI Hidalgo, O Garnica, JM Velasco, D Parra DIABETES TECHNOLOGY & THERAPEUTICS 28, 201S-201S, 2026

Evaluation of a mobile AI-powered decision support system for insulin dosing and glucose prediction in type 1 diabetes: The glUCModel clinical trial protocol.

JI Hidalgo Pérez, E Maqueda, JM Velasco, M Botella, AÓ Garnica Alcázar, ...

Balanced Underbagged Ensemble Approach for Classifying Highly Imbalanced Datasets in the Insurance and Financial Sectors

A Gutierrez‐Gallego, O Garnica, D Parra, JM Velasco, JI Hidalgo Intelligent Systems in Accounting, Finance and Management 32 (4), e70018, 2025

Contribution of Probabilistic Structured Grammatical Evolution to efficient exploration of the search space. A case study in glucose prediction

J Mégane, N Lourenço, JI Hidalgo, P Machado Proceedings of the Genetic and Evolutionary Computation Conference, 1433-1442, 2025

Unveiling the dynamics of NOx pollution in internal combustion engines by Structured Grammatical Evolution

M Llamazares López, D Parra, JM Velasco Cabo, Ó Garnica, ... Proceedings of the Genetic and Evolutionary Computation Conference, 1388-1396, 2025

AI predictive model of mortality and intensive care unit admission in the COVID-19 pandemic: retrospective population cohort study of 12,000 patients

JM Ruiz Giardin, Ó Garnica, N Mesa Plaza, JV SanMartín López, ... Journal of medical Internet research 27, e70674, 2025

Optimising Performance Curves for Ensemble Models through Pareto Front Analysis of the Decision Space

A Gutierrez‐Gallego, O Garnica, D Parra, JM Velasco, JI Hidalgo Expert Systems 42 (7), e70075, 2025