J. Ignacio Hidalgo

Universidad Complutense de Madrid — Spain

Computer Science · Physical Sciences

20h-index1.7kcitations211works2.52yr avg
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Research Topics

Evolutionary Algorithms and Applications(82), Metaheuristic Optimization Algorithms Research(39), Diabetes Management and Research(33), Parallel Computing and Optimization Techniques(27), Embedded Systems Design Techniques(25)

Publications210 total

Balanced Underbagged Ensemble Approach for Classifying Highly Imbalanced Datasets in the Insurance and Financial Sectors
Intelligent systems in accounting, finance and management/Intelligent systems in accounting, finance & management·2025Open Access
AI Predictive Model of Mortality and Intensive Care Unit Admission in the COVID-19 Pandemic: Retrospective Population Cohort Study of 12,000 Patients
Journal of Medical Internet Research·2025· 3 citedOpen Access
Unveiling the dynamics of NOx pollution in internal combustion engines by Structured Grammatical Evolution
Proceedings of the Genetic and Evolutionary Computation Conference·2025
Contribution of Probabilistic Structured Grammatical Evolution to efficient exploration of the search space. A case study in glucose prediction
Proceedings of the Genetic and Evolutionary Computation Conference·2025Open Access
Estimation of total body fat using symbolic regression and evolutionary algorithms
ArXiv.org·2025Open Access
AI Predictive Model of Mortality and Intensive Care Unit Admission in the COVID-19 Pandemic: Retrospective Population Cohort Study of 12,000 Patients (Preprint)
2025
Reverse-Engineering Optimization Techniques of High-Level Synthesis: Practical Insights Into Accelerating Applications With AMD-Xilinx Vitis
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025· 1 cited
Modelling the Risk of Overweight and Obesity Based on the GenObiA Dataset Using Genetic Programming
Lecture notes in computer science·2025
Estimation of Total Body Fat Using Symbolic Regression and Evolutionary Algorithms
Lecture notes in computer science·2025
A comparison of representations in grammar-guided genetic programming in the context of glucose prediction in people with diabetes
Genetic Programming and Evolvable Machines·2024· 2 citedOpen Access
Hardware real-time individualised blood glucose predictor generator based on grammars and cartesian genetic programming
Genetic Programming and Evolvable Machines·2024· 2 cited
Optimizing ROC Curve for Ensemble Models through Pareto Front Analysis of the Decision Space
2024· 1 citedOpen Access
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·2024· 1 citedOpen Access
Combination of Machine Learning Techniques to Predict Overweight/Obesity in Adults
Journal of Personalized Medicine·2024· 17 citedOpen Access
Explainable hypoglycemia prediction models through dynamic structured grammatical evolution
Scientific Reports·2024· 1 citedOpen Access
HUPA-UCM diabetes dataset
Data in Brief·2024· 11 citedOpen Access
Hardware real-time individualised blood glucose predictor generator based on grammars and cartesian genetic programming
2024· 1 citedOpen Access
Learning Difference Equations With Structured Grammatical Evolution for Postprandial Glycaemia Prediction
IEEE Journal of Biomedical and Health Informatics·2024· 7 citedOpen Access
Balanced Underbagged Ensemble Approach for the Classification of Highly Imbalanced Datasets in the Insurance Industry
SSRN Electronic Journal·2024· 1 citedOpen Access
Genetic Programming Techniques for Glucose Prediction in People with Diabetes
Genetic and evolutionary computation·2024· 1 cited
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Frequent Co-authors

Óscar Garnica(16), Juan Lanchares(16), J. Manuel Colmenar(11), José L. Risco‐Martín(10), Marta Botella(8), J. Manuel Velasco(8), Esther Maqueda(7), David Cuesta(5), José L. Ayala(5), David Atienza(5), Ranieri Baraglia(4), Pablo Fernández Blanco(4), Francisco J. Soltero(4), Alfredo Cuesta‐Infante(4), Raffaele Perego(3), Diego J. Bodas-Sagi(3), Andrea Acquaviva(3), Enrico Macii(3), Iván Contreras(3), Sergio Contador(3)